library(RBootcamp)
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(DataExplorer)
library(rpart)
library(rattle)
## Loading required package: tibble
## Loading required package: bitops
## Rattle: A free graphical interface for data science with R.
## Version 5.5.1 Copyright (c) 2006-2021 Togaware Pty Ltd.
## Type 'rattle()' to shake, rattle, and roll your data.
library(rpart.plot)
library(PASWR)
## Loading required package: lattice
library(ROCR)
library(rpart)
library(caret)
## Loading required package: ggplot2
introduce(ames)
## rows columns discrete_columns continuous_columns all_missing_columns
## 1 2930 81 46 35 0
## total_missing_values complete_rows total_observations memory_usage
## 1 0 2930 237330 1146920
df <- ames
Cleaning the data
df %>% plot_intro()
# Identify the factor variables
factor_vars <- names(df)[sapply(df, is.factor)]
# Loop over each factor variable
for (i in factor_vars) {
# Calculate the frequency of each category
freq_table <- table(df[[i]])
# Identify categories with less than 10 observations
small_cats <- names(freq_table)[freq_table < 10]
# Print the variable name and small categories, if any
if (length(small_cats) > 0) {
df <- df[!df[[i]] %in% small_cats, ]
cat(sprintf("Variable '%s' has small categories: %s\n", i, paste(small_cats, collapse = ", ")))
}
}
## Variable 'MS_SubClass' has small categories: One_Story_with_Finished_Attic_All_Ages, One_and_Half_Story_PUD_All_Ages
## Variable 'MS_Zoning' has small categories: A_agr, I_all
## Variable 'Utilities' has small categories: NoSeWa, NoSewr
## Variable 'Neighborhood' has small categories: Greens, Green_Hills, Landmark, Hayden_Lake
## Variable 'Condition_1' has small categories: RRNe, RRNn
## Variable 'Condition_2' has small categories: Artery, PosA, PosN, RRAe, RRAn, RRNn
## Variable 'House_Style' has small categories: Two_and_Half_Fin
## Variable 'Overall_Qual' has small categories: Very_Poor
## Variable 'Overall_Cond' has small categories: Very_Poor, Poor, Very_Excellent
## Variable 'Roof_Style' has small categories: Shed
## Variable 'Roof_Matl' has small categories: ClyTile, Membran, Metal, Roll, WdShake, WdShngl
## Variable 'Exterior_1st' has small categories: AsphShn, BrkComm, CBlock, ImStucc, PreCast, Stone
## Variable 'Exterior_2nd' has small categories: AsphShn, CBlock, Other, PreCast, Stone
## Variable 'Mas_Vnr_Type' has small categories: CBlock
## Variable 'Exter_Cond' has small categories: Poor
## Variable 'Foundation' has small categories: Wood
## Variable 'Bsmt_Qual' has small categories: Poor
## Variable 'Bsmt_Cond' has small categories: Excellent, Poor
## Variable 'Heating' has small categories: Floor, Grav, OthW, Wall
## Variable 'Heating_QC' has small categories: Poor
## Variable 'Electrical' has small categories: FuseP, Mix, Unknown
## Variable 'Kitchen_Qual' has small categories: Poor
## Variable 'Functional' has small categories: Maj2, Sal, Sev
## Variable 'Garage_Qual' has small categories: Excellent, Poor
## Variable 'Garage_Cond' has small categories: Excellent, Poor
## Variable 'Pool_QC' has small categories: Excellent, Fair, Good, Typical
## Variable 'Misc_Feature' has small categories: Elev, Gar2, Othr, TenC
## Variable 'Sale_Type' has small categories: Con, ConLI, ConLw, Oth, VWD
classquartile <- quantile(df$Sale_Price, 0.75)
Ex <-ifelse(df$Sale_Price > classquartile, 1, 0)
newdata <- cbind(df, Ex)
newdata <- newdata[, -79]
#newdata1 <- newdata %>% select_if(~nlevels(.) <= 10)
You will predict Ex. You will compare CART, Bagging, and the LPM model as your benchmark evaluating the ML models.
# split the data into training and testing sets using a 90-10 ratio
set.seed(132)
dataah <- sample(nrow(newdata), 0.9 * nrow(newdata), replace = FALSE)
train <- newdata[dataah,]
test <- newdata[-dataah,]
# model selection and evaluation using bootstrapping
n <- 30
B = 30
auc_results <- matrix(NA, nrow = n, ncol = 2)
for (i in 1:n) {
# sample with replacement from the training set
set.seed(258)
boot_index <- sample(nrow(train), nrow(train), replace = TRUE)
boot_data <- train[boot_index,]
# CART model
cart_model <- rpart(Ex ~ ., data = boot_data)
cart_pred <- predict(cart_model, newdata = test)
auc_ROCR <-
performance(prediction(cart_pred, test$Ex), measure = "auc")
auc_results[i, 1] <- auc_ROCR@y.values[[1]]
# Bagging model
phat <- matrix(0, nrow(test), B) #container
boot_trees <- list()
for (j in 1:B) {
boot_sample <- sample(nrow(boot_data), replace = TRUE)
tr <- train[boot_sample, ]
boot_tree <- rpart(Ex ~ ., data = tr, method = "class")
phat[, j] <- predict(boot_tree, test, type = "prob")[, 2]
boot_trees[[j]] <- boot_tree
}
## auc_results[i, 2] <- auc(test$Ex, bagging_pred)
phatB <- apply(phat, 1, mean)
#AUC
pred_rocr2 <- prediction(phatB, test$Ex)
auc_ROCR <- performance(pred_rocr2, measure = "auc")
auc_results[i, 2] <- auc_ROCR@y.values[[1]]
}
# calculate the mean and standard deviation of AUC for each model
auc_mean <- apply(auc_results, 2, mean)
auc_sd <- apply(auc_results, 2, sd)
auc_mean
## [1] 0.9432003 0.9714339
plot(auc_mean)
auc_sd
## [1] 0 0
# plot the results
barplot(auc_mean, ylim = c(0.5, 1), ylab = "AUC", col = c("red", "green", "blue"))
arrows(x0 = 1:3, y0 = auc_mean - auc_sd, y1 = auc_mean + auc_sd, code = 3, angle = 90, length = 0.1)
## Warning in arrows(x0 = 1:3, y0 = auc_mean - auc_sd, y1 = auc_mean + auc_sd, :
## zero-length arrow is of indeterminate angle and so skipped
## Warning in arrows(x0 = 1:3, y0 = auc_mean - auc_sd, y1 = auc_mean + auc_sd, :
## zero-length arrow is of indeterminate angle and so skipped
## Warning in arrows(x0 = 1:3, y0 = auc_mean - auc_sd, y1 = auc_mean + auc_sd, :
## zero-length arrow is of indeterminate angle and so skipped
legend("topright", c("CART", "Bagging", "LPM"), fill = c("red", "green", "blue"))
Now LPM
AUC<-c()
inddd <- sample(nrow(newdata), nrow(newdata) * 0.9)
traiin <- newdata[inddd,]
testtt <- newdata[-inddd,]
sapply(newdata, function(x) length(unique(x)))
## MS_SubClass MS_Zoning Lot_Frontage Lot_Area
## 14 5 125 1829
## Street Alley Lot_Shape Land_Contour
## 2 3 4 4
## Utilities Lot_Config Land_Slope Neighborhood
## 1 5 3 25
## Condition_1 Condition_2 Bldg_Type House_Style
## 7 2 5 7
## Overall_Qual Overall_Cond Year_Built Year_Remod_Add
## 9 7 114 61
## Roof_Style Roof_Matl Exterior_1st Exterior_2nd
## 5 2 10 12
## Mas_Vnr_Type Mas_Vnr_Area Exter_Qual Exter_Cond
## 4 436 4 4
## Foundation Bsmt_Qual Bsmt_Cond Bsmt_Exposure
## 5 5 4 5
## BsmtFin_Type_1 BsmtFin_SF_1 BsmtFin_Type_2 BsmtFin_SF_2
## 7 7 7 249
## Bsmt_Unf_SF Total_Bsmt_SF Heating Heating_QC
## 1105 1010 2 4
## Central_Air Electrical First_Flr_SF Second_Flr_SF
## 2 3 1032 597
## Low_Qual_Fin_SF Gr_Liv_Area Bsmt_Full_Bath Bsmt_Half_Bath
## 20 1215 4 3
## Full_Bath Half_Bath Bedroom_AbvGr Kitchen_AbvGr
## 5 3 7 4
## Kitchen_Qual TotRms_AbvGrd Functional Fireplaces
## 4 11 5 4
## Fireplace_Qu Garage_Type Garage_Finish Garage_Cars
## 6 7 4 6
## Garage_Area Garage_Qual Garage_Cond Paved_Drive
## 580 4 4 3
## Wood_Deck_SF Open_Porch_SF Enclosed_Porch Three_season_porch
## 363 241 167 25
## Screen_Porch Pool_Area Pool_QC Fence
## 112 1 1 5
## Misc_Feature Misc_Val Mo_Sold Year_Sold
## 2 28 12 5
## Sale_Type Sale_Condition Longitude Latitude
## 5 6 2566 2554
## Ex
## 2
lm_vars <- names(which(sapply(newdata, function(x) length(unique(x))) > 1))
lm_model <- lm(Ex ~ ., data = traiin[, lm_vars])
for (i in 1:100){
set.seed(i*3)
inddd <- sample(nrow(newdata), nrow(newdata) * 0.9)
traiin <- newdata[inddd,]
testtt <- newdata[-inddd,]
for(j in 1:100){
ind2lpm <- unique(sample(nrow(traiin), nrow(traiin), replace = TRUE))
trlpm <- traiin[ind2lpm,]
vallpm <- traiin[-ind2lpm,]
set.seed(j*10)
pred_lm <- predict(lm_model, newdata = trlpm, type = "response")
pred_lm_binary <- ifelse(pred_lm >= 0.5, 1, 0)
dt_model <- rpart(Ex ~ ., data = traiin, method = "class")
pred_dt <- predict(dt_model, newdata = testtt, type = "prob")
phatB <- apply(pred_dt, 1, mean)
#AUC
pred_rocr <- prediction(phatB, testtt$Ex)
auc_ROCR <- performance(pred_rocr, measure = "auc")
AUC[i] <- auc_ROCR@y.values[[1]]
}
}
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
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## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_model, newdata = trlpm, type = "response"): prediction
## from a rank-deficient fit may be misleading
mean(AUC)
## [1] 0.5121118
AUC
## [1] 0.5081023 0.5130937 0.1728783 0.8433350 0.5000000 0.5000000 0.2236674
## [8] 0.5065034 0.5000000 0.4947688 0.8820826 0.4726002 0.5000000 0.4982250
## [15] 0.5265700 0.5000000 0.5000000 0.8854733 0.2416654 0.5000000 0.5000000
## [22] 0.5000000 0.4561620 0.8276721 0.9065850 0.4947539 0.8887946 0.1322789
## [29] 0.5000000 0.5024631 0.2092254 0.6166453 0.2338089 0.8782458 0.8585834
## [36] 0.2343855 0.4657684 0.5000000 0.1963042 0.4838798 0.5000000 0.8835055
## [43] 0.1544842 0.8759793 0.5407521 0.5000000 0.4923858 0.4991785 0.5013618
## [50] 0.5049020 0.1133803 0.4915254 0.5167022 0.5000000 0.7094276 0.8767016
## [57] 0.5129234 0.4949883 0.5045238 0.4822725 0.4906977 0.3992645 0.4828673
## [64] 0.5322404 0.8610865 0.5000000 0.5000000 0.8179221 0.2486099 0.5200408
## [71] 0.2428521 0.4565032 0.4813667 0.4587870 0.5000000 0.8533366 0.2151178
## [78] 0.1688846 0.8852694 0.5753587 0.5000000 0.5000000 0.8745653 0.5000000
## [85] 0.1822040 0.2142254 0.5051020 0.5000000 0.4591777 0.1735132 0.4447615
## [92] 0.8778533 0.5000000 0.5000000 0.4978571 0.5000000 0.5201229 0.4923077
## [99] 0.4967202 0.4730513
plot(AUC, col = "green")
df
## MS_SubClass MS_Zoning
## 1 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 2 One_Story_1946_and_Newer_All_Styles Residential_High_Density
## 4 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 5 Two_Story_1946_and_Newer Residential_Low_Density
## 6 Two_Story_1946_and_Newer Residential_Low_Density
## 7 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 8 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 9 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 10 Two_Story_1946_and_Newer Residential_Low_Density
## 11 Two_Story_1946_and_Newer Residential_Low_Density
## 12 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 13 Two_Story_1946_and_Newer Residential_Low_Density
## 14 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 15 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 16 Two_Story_1946_and_Newer Residential_Low_Density
## 19 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 20 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 21 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 22 Split_Foyer Residential_Low_Density
## 23 Two_Story_1946_and_Newer Floating_Village_Residential
## 24 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 25 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 26 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 27 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 29 One_Story_PUD_1946_and_Newer Residential_High_Density
## 30 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 31 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 32 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 33 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 34 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 35 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 36 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 37 Two_Story_1946_and_Newer Residential_Low_Density
## 38 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 39 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 40 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 41 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 42 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 43 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 44 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 45 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 46 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 47 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 48 Two_Story_1946_and_Newer Residential_Low_Density
## 49 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 50 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 51 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 52 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 53 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 54 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 55 Split_or_Multilevel Residential_Low_Density
## 56 Two_Story_1946_and_Newer Residential_Low_Density
## 57 Two_Story_1946_and_Newer Residential_Low_Density
## 58 Split_or_Multilevel Residential_Low_Density
## 59 Two_Story_1946_and_Newer Residential_Low_Density
## 60 Two_Story_1946_and_Newer Residential_Low_Density
## 61 Two_Story_1946_and_Newer Residential_Low_Density
## 62 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 63 Two_Story_1946_and_Newer Residential_Low_Density
## 64 Two_Story_1946_and_Newer Residential_Low_Density
## 65 Two_Story_1946_and_Newer Residential_Low_Density
## 66 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 67 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 68 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 70 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 71 Two_Story_1946_and_Newer Floating_Village_Residential
## 72 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 73 Two_Story_1946_and_Newer Residential_Low_Density
## 74 Two_Story_1946_and_Newer Residential_Low_Density
## 75 Two_Story_1946_and_Newer Residential_Low_Density
## 76 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 77 Two_Story_1946_and_Newer Residential_Low_Density
## 78 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 79 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 81 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 82 Two_Story_1946_and_Newer Residential_Low_Density
## 83 One_Story_1945_and_Older Residential_High_Density
## 84 Duplex_All_Styles_and_Ages Residential_Medium_Density
## 85 Split_Foyer Residential_Low_Density
## 86 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 87 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 88 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 89 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 91 Two_Story_1946_and_Newer Residential_Low_Density
## 92 Two_Story_1946_and_Newer Residential_Low_Density
## 93 Two_Story_1946_and_Newer Residential_Low_Density
## 94 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 95 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 96 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 97 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 98 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 99 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 100 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 101 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 102 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 103 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 104 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 106 Two_Story_1946_and_Newer Floating_Village_Residential
## 109 Two_Story_1946_and_Newer Residential_Low_Density
## 110 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 111 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 112 Two_Story_1946_and_Newer Residential_Low_Density
## 113 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 114 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 115 Two_Story_1946_and_Newer Residential_Low_Density
## 116 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 117 Two_Story_1946_and_Newer Residential_Low_Density
## 118 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 119 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 120 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 121 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 122 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 123 Split_or_Multilevel Residential_Low_Density
## 124 Split_or_Multilevel Residential_Low_Density
## 125 Split_Foyer Residential_Low_Density
## 127 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 128 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 129 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 130 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 132 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 133 Split_or_Multilevel Residential_Low_Density
## 134 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 135 Split_Foyer Residential_Low_Density
## 136 Duplex_All_Styles_and_Ages Residential_Low_Density
## 137 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 138 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 139 Duplex_All_Styles_and_Ages Residential_Low_Density
## 140 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 141 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 142 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 143 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 144 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 145 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 146 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 147 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 148 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 149 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 150 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 151 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 152 Two_Family_conversion_All_Styles_and_Ages Residential_Low_Density
## 153 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 154 One_Story_1945_and_Older Residential_Low_Density
## 155 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 156 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 157 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 158 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 159 Duplex_All_Styles_and_Ages Residential_Low_Density
## 160 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 162 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 163 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 164 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 165 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 166 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 167 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 168 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 169 Two_Story_1946_and_Newer Residential_Low_Density
## 170 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 171 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 172 One_Story_1945_and_Older Residential_Medium_Density
## 173 One_Story_1945_and_Older Residential_Medium_Density
## 174 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 175 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 176 One_Story_1945_and_Older Residential_Medium_Density
## 177 One_Story_1945_and_Older Residential_Medium_Density
## 178 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 179 One_and_Half_Story_Unfinished_All_Ages Residential_Medium_Density
## 180 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 181 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 183 One_Story_1945_and_Older Residential_Medium_Density
## 184 Two_Story_1945_and_Older Residential_Medium_Density
## 185 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 186 Two_Story_1945_and_Older Residential_Medium_Density
## 188 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 189 Two_Story_1945_and_Older Residential_Medium_Density
## 190 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 191 Two_Story_1945_and_Older Residential_Medium_Density
## 192 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 193 Two_and_Half_Story_All_Ages Residential_Low_Density
## 194 One_Story_1945_and_Older Residential_Medium_Density
## 195 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 196 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 197 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 198 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 199 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 200 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 201 One_Story_1945_and_Older Residential_Medium_Density
## 202 Two_Story_1945_and_Older Residential_Medium_Density
## 203 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 204 Two_Story_1945_and_Older Residential_Medium_Density
## 205 Two_Story_1945_and_Older Residential_Medium_Density
## 208 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 209 Two_Story_1945_and_Older Residential_Low_Density
## 210 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 212 Two_Family_conversion_All_Styles_and_Ages Residential_Low_Density
## 213 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 215 Two_Family_conversion_All_Styles_and_Ages Residential_High_Density
## 216 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 217 Duplex_All_Styles_and_Ages Residential_Low_Density
## 218 Duplex_All_Styles_and_Ages Residential_Low_Density
## 219 Two_Family_conversion_All_Styles_and_Ages Residential_Low_Density
## 220 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 221 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 222 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 223 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 224 Two_Story_1946_and_Newer Residential_Low_Density
## 225 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 226 Duplex_All_Styles_and_Ages Residential_Low_Density
## 227 Two_Story_1946_and_Newer Residential_Low_Density
## 228 Two_Story_1946_and_Newer Residential_Low_Density
## 229 Two_Story_1946_and_Newer Residential_Low_Density
## 230 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 231 One_Story_1945_and_Older Residential_Low_Density
## 232 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 234 Two_Story_1946_and_Newer Residential_Low_Density
## 235 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 236 One_Story_1945_and_Older Residential_Low_Density
## 237 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 238 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 239 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 240 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 241 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 243 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 244 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 245 Two_Story_1946_and_Newer Residential_Low_Density
## 246 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 247 Two_Story_1946_and_Newer Residential_Low_Density
## 248 Two_Story_1946_and_Newer Residential_Low_Density
## 249 Split_Foyer Residential_Low_Density
## 250 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 251 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 252 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 253 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 254 Two_Story_1946_and_Newer Residential_Low_Density
## 255 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 256 Split_or_Multilevel Residential_Low_Density
## 257 Split_Foyer Residential_Low_Density
## 258 Two_Story_1946_and_Newer Residential_Low_Density
## 259 Two_Story_1946_and_Newer Residential_Low_Density
## 260 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 261 Two_Story_1946_and_Newer Residential_Low_Density
## 262 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 263 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 264 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 265 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 266 Two_Story_1946_and_Newer Residential_Low_Density
## 267 Two_Story_1946_and_Newer Residential_Low_Density
## 268 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 269 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 270 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 271 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 272 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 273 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 274 One_Story_1945_and_Older Residential_Low_Density
## 277 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 278 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 279 Split_or_Multilevel Residential_Low_Density
## 280 Split_or_Multilevel Residential_Low_Density
## 281 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 282 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 283 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 285 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 286 One_Story_1945_and_Older Residential_Low_Density
## 287 Two_Story_1945_and_Older Residential_Low_Density
## 288 One_Story_1945_and_Older Residential_Low_Density
## 289 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 290 One_Story_1945_and_Older Residential_Low_Density
## 293 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 294 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 295 Duplex_All_Styles_and_Ages Residential_Low_Density
## 296 Two_Story_1945_and_Older Residential_Low_Density
## 297 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 298 Split_or_Multilevel Residential_Low_Density
## 299 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 300 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 301 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 302 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 304 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 305 One_and_Half_Story_Finished_All_Ages C_all
## 306 One_and_Half_Story_Finished_All_Ages C_all
## 307 One_Story_1946_and_Newer_All_Styles C_all
## 308 One_Story_1945_and_Older C_all
## 309 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 310 Two_Story_1946_and_Newer Residential_Low_Density
## 311 Split_or_Multilevel Residential_Low_Density
## 312 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 313 Split_or_Multilevel Residential_Low_Density
## 314 Duplex_All_Styles_and_Ages Residential_Low_Density
## 315 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 316 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 317 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 318 Two_Story_1946_and_Newer Residential_Low_Density
## 319 Two_Story_1946_and_Newer Residential_Low_Density
## 320 Two_Story_1946_and_Newer Residential_Low_Density
## 321 Two_Story_1946_and_Newer Residential_Low_Density
## 322 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 323 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 324 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 325 Duplex_All_Styles_and_Ages Residential_Low_Density
## 326 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 327 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 328 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 329 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 330 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 331 PUD_Multilevel_Split_Level_Foyer Residential_Medium_Density
## 332 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 333 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 334 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 335 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 336 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 338 Two_Story_1946_and_Newer Residential_Low_Density
## 339 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 340 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 341 Two_Story_1946_and_Newer Residential_Low_Density
## 342 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 343 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 344 Split_or_Multilevel Residential_Low_Density
## 345 Two_Story_1946_and_Newer Residential_Low_Density
## 346 Two_Story_1946_and_Newer Residential_Low_Density
## 347 Split_or_Multilevel Residential_Low_Density
## 348 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 349 Split_or_Multilevel Residential_Low_Density
## 350 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 351 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 352 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 353 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 354 Split_or_Multilevel Residential_Low_Density
## 355 Two_Story_1946_and_Newer Residential_Low_Density
## 356 Two_Story_1946_and_Newer Residential_Low_Density
## 357 Two_Story_1946_and_Newer Residential_Low_Density
## 358 Two_Story_1946_and_Newer Residential_Low_Density
## 359 Two_Story_1946_and_Newer Residential_Low_Density
## 360 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 361 Two_Story_1946_and_Newer Residential_Low_Density
## 362 Two_Story_1946_and_Newer Residential_Low_Density
## 363 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 364 Two_Story_1946_and_Newer Residential_Low_Density
## 365 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 366 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 367 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 368 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 369 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 370 Two_Story_1946_and_Newer Residential_Low_Density
## 371 Two_Story_1946_and_Newer Residential_Low_Density
## 372 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 373 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 374 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 376 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 377 Two_Story_1946_and_Newer Residential_Low_Density
## 378 Split_or_Multilevel Residential_Low_Density
## 379 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 381 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 382 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 383 Two_Story_1946_and_Newer Residential_Low_Density
## 384 Two_Story_1946_and_Newer Floating_Village_Residential
## 385 Two_Story_1946_and_Newer Floating_Village_Residential
## 387 Two_Story_1946_and_Newer Floating_Village_Residential
## 388 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 389 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 390 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 391 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 392 Split_or_Multilevel Residential_Low_Density
## 393 Duplex_All_Styles_and_Ages Residential_Low_Density
## 394 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 395 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 396 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 397 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 398 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 399 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 400 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 401 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 402 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 403 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 404 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 405 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 406 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 407 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 408 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 409 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 410 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 411 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 412 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 413 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 414 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 415 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 416 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 417 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 418 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 419 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 420 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 421 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 422 Two_Story_1946_and_Newer Residential_Low_Density
## 423 Two_Story_1946_and_Newer Residential_Low_Density
## 424 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 425 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 426 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 427 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 428 Two_Story_1946_and_Newer Residential_Low_Density
## 429 Two_Story_1946_and_Newer Residential_Low_Density
## 430 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 431 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 434 Two_Story_1946_and_Newer Residential_Low_Density
## 435 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 436 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 437 Two_Story_1946_and_Newer Residential_Low_Density
## 438 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 440 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 441 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 442 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 443 Two_Story_1946_and_Newer Residential_Low_Density
## 444 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 445 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 446 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 447 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 448 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 449 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 450 Two_Story_1946_and_Newer Residential_Low_Density
## 451 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 452 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 453 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 454 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 455 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 456 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 457 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 458 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 459 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 460 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 461 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 462 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 463 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 464 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 465 Two_Story_1946_and_Newer Residential_Low_Density
## 466 Two_Story_1946_and_Newer Residential_Low_Density
## 467 Two_Story_1946_and_Newer Residential_Low_Density
## 468 Two_Story_1946_and_Newer Residential_Low_Density
## 469 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 470 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 471 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 472 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 473 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 474 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 475 Two_Story_1946_and_Newer Residential_Low_Density
## 477 Split_or_Multilevel Residential_Low_Density
## 478 Two_Story_1946_and_Newer Residential_Low_Density
## 479 Split_or_Multilevel Residential_Low_Density
## 480 Two_Story_1946_and_Newer Residential_Low_Density
## 481 Two_Story_1946_and_Newer Residential_Low_Density
## 482 Two_Story_1946_and_Newer Residential_Low_Density
## 484 Two_Story_1946_and_Newer Residential_Low_Density
## 485 Two_Story_1946_and_Newer Residential_Low_Density
## 486 Two_Story_1946_and_Newer Residential_Low_Density
## 487 Split_or_Multilevel Residential_Low_Density
## 488 Two_Story_1946_and_Newer Residential_Low_Density
## 489 Two_Story_1946_and_Newer Residential_Low_Density
## 490 Split_or_Multilevel Residential_Low_Density
## 492 Two_Story_1946_and_Newer Residential_Low_Density
## 494 Split_or_Multilevel Residential_Low_Density
## 495 Two_Story_1946_and_Newer Residential_Low_Density
## 496 Two_Story_1946_and_Newer Residential_Low_Density
## 497 Two_Story_1946_and_Newer Residential_Low_Density
## 498 Two_Story_1946_and_Newer Residential_Low_Density
## 499 Two_Story_1946_and_Newer Residential_Low_Density
## 500 Two_Story_1946_and_Newer Residential_Low_Density
## 501 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 502 Two_Story_1946_and_Newer Residential_Low_Density
## 503 Two_Story_1946_and_Newer Residential_Low_Density
## 504 Two_Story_1946_and_Newer Residential_Low_Density
## 505 Two_Story_1946_and_Newer Residential_Low_Density
## 506 Two_Story_1946_and_Newer Residential_Low_Density
## 507 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 508 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 509 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 510 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 511 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 512 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 513 Two_Story_1946_and_Newer Residential_Low_Density
## 515 Two_Story_1946_and_Newer Floating_Village_Residential
## 516 Two_Story_1946_and_Newer Floating_Village_Residential
## 517 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 518 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 519 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 520 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 521 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 522 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 523 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 524 Two_Story_1946_and_Newer Floating_Village_Residential
## 525 Two_Story_1946_and_Newer Floating_Village_Residential
## 526 Two_Story_1946_and_Newer Floating_Village_Residential
## 527 Two_Story_1946_and_Newer Floating_Village_Residential
## 528 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 529 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 530 Two_Story_1946_and_Newer Floating_Village_Residential
## 531 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 532 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 533 Two_Story_1946_and_Newer Floating_Village_Residential
## 534 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 535 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 536 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 537 Two_Story_1946_and_Newer Residential_Low_Density
## 538 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 539 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 540 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 541 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 542 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 543 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 544 Two_Story_1946_and_Newer Residential_Low_Density
## 545 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 546 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 547 Two_Story_1946_and_Newer Residential_Low_Density
## 548 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 549 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 550 Two_Story_1946_and_Newer Residential_Low_Density
## 551 Two_Story_1946_and_Newer Residential_Low_Density
## 552 Duplex_All_Styles_and_Ages Residential_Low_Density
## 553 One_Story_1946_and_Newer_All_Styles Residential_High_Density
## 554 One_and_Half_Story_Unfinished_All_Ages Residential_High_Density
## 555 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 556 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 557 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 558 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 560 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 561 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 562 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 563 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 564 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 565 Two_Story_1946_and_Newer Residential_Low_Density
## 566 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 567 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 568 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 569 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 570 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 571 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 572 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 573 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 574 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 575 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 577 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 578 Split_or_Multilevel Residential_Low_Density
## 579 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 580 Two_Story_1946_and_Newer Residential_Low_Density
## 581 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 582 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 583 Two_Story_1946_and_Newer Residential_Low_Density
## 584 Two_Story_1946_and_Newer Residential_Low_Density
## 585 Two_Story_1946_and_Newer Residential_Low_Density
## 586 Two_Story_1946_and_Newer Residential_Low_Density
## 587 Split_or_Multilevel Residential_Low_Density
## 588 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 589 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 590 Two_Story_1946_and_Newer Residential_Low_Density
## 591 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 592 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 593 Two_Story_1946_and_Newer Residential_Low_Density
## 594 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 595 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 596 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 597 Two_Story_1946_and_Newer Residential_Low_Density
## 598 Split_Foyer Residential_Low_Density
## 599 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 600 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 601 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 603 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 604 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 605 Duplex_All_Styles_and_Ages Residential_Low_Density
## 606 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 607 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 608 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 609 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 610 Two_Story_1946_and_Newer Residential_Low_Density
## 611 Split_or_Multilevel Residential_Low_Density
## 612 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 613 Split_or_Multilevel Residential_Low_Density
## 614 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 615 One_Story_1945_and_Older Residential_Low_Density
## 616 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 617 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 619 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 620 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 621 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 622 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 623 Duplex_All_Styles_and_Ages Residential_Low_Density
## 624 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 625 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 626 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 627 Two_Story_1946_and_Newer Residential_Low_Density
## 628 Two_Story_1946_and_Newer Residential_Low_Density
## 630 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 631 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 632 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 633 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 634 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 635 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 636 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 637 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 638 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 639 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 640 Split_or_Multilevel Residential_Low_Density
## 641 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 642 Duplex_All_Styles_and_Ages Residential_Low_Density
## 643 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 644 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 645 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 646 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 647 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 648 One_Story_1945_and_Older Residential_Low_Density
## 649 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 650 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 652 Two_Story_1946_and_Newer Residential_Low_Density
## 653 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 654 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 655 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 656 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 657 Two_Story_1946_and_Newer Residential_Low_Density
## 658 Two_Story_1945_and_Older Residential_Low_Density
## 659 One_Story_1945_and_Older Residential_Low_Density
## 660 One_Story_1945_and_Older Residential_Low_Density
## 661 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 662 Two_Story_1945_and_Older Residential_Low_Density
## 663 One_Story_1945_and_Older Residential_Low_Density
## 665 One_Story_1945_and_Older Residential_Low_Density
## 666 One_Story_1945_and_Older Residential_Low_Density
## 667 Duplex_All_Styles_and_Ages Residential_Low_Density
## 668 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 669 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 670 Duplex_All_Styles_and_Ages Residential_Low_Density
## 671 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 672 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 673 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 674 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 675 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 678 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 680 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 681 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 682 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 683 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 684 Split_or_Multilevel Residential_Low_Density
## 685 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 686 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 687 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 688 Two_Story_1946_and_Newer Residential_Low_Density
## 689 Duplex_All_Styles_and_Ages Residential_Low_Density
## 690 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 691 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 692 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 693 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 694 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 695 Duplex_All_Styles_and_Ages Residential_Medium_Density
## 696 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 697 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 698 Two_Story_1945_and_Older Residential_Medium_Density
## 699 Two_Story_1945_and_Older Residential_Medium_Density
## 700 Two_Story_1945_and_Older Residential_Medium_Density
## 702 Duplex_All_Styles_and_Ages Residential_Medium_Density
## 703 Two_Story_1946_and_Newer Residential_Medium_Density
## 704 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 705 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 706 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 707 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 709 One_Story_1945_and_Older Residential_Medium_Density
## 711 One_Story_1945_and_Older Residential_Medium_Density
## 712 One_Story_1945_and_Older Residential_Medium_Density
## 713 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 714 Two_Story_1945_and_Older Residential_Medium_Density
## 715 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 717 Two_Story_1945_and_Older Residential_Medium_Density
## 718 Two_Story_1945_and_Older Residential_Medium_Density
## 719 Two_Story_1945_and_Older Residential_Medium_Density
## 720 Two_Story_1945_and_Older Residential_Medium_Density
## 721 One_Story_1945_and_Older C_all
## 722 Two_Story_1945_and_Older Residential_Medium_Density
## 724 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 726 Two_Story_1945_and_Older Residential_Medium_Density
## 727 One_Story_1945_and_Older C_all
## 728 One_Story_1945_and_Older C_all
## 729 Two_Story_1945_and_Older Residential_Low_Density
## 730 One_Story_1945_and_Older Residential_Low_Density
## 731 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 732 Two_Story_1945_and_Older Residential_Low_Density
## 734 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 735 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 736 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 737 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 738 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 739 One_and_Half_Story_Unfinished_All_Ages Residential_Medium_Density
## 740 One_Story_1945_and_Older Residential_Medium_Density
## 741 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 742 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 744 One_Story_1945_and_Older Residential_Medium_Density
## 745 One_Story_1945_and_Older Residential_Medium_Density
## 746 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 747 One_Story_1945_and_Older Residential_Medium_Density
## 748 Two_and_Half_Story_All_Ages Residential_Low_Density
## 749 Two_Story_1945_and_Older Residential_Low_Density
## 750 Two_Story_1945_and_Older Residential_Medium_Density
## 751 Two_Story_1945_and_Older Residential_Medium_Density
## 752 Two_Story_1945_and_Older Residential_Medium_Density
## 755 Two_Story_1945_and_Older Residential_Medium_Density
## 756 One_Story_1945_and_Older Residential_Medium_Density
## 757 Two_Story_1945_and_Older Residential_Medium_Density
## 758 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 759 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 760 Split_Foyer Residential_Medium_Density
## 761 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 762 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 763 Duplex_All_Styles_and_Ages Residential_Low_Density
## 764 Duplex_All_Styles_and_Ages Residential_Low_Density
## 765 Duplex_All_Styles_and_Ages Residential_Low_Density
## 767 Two_Story_1945_and_Older Residential_High_Density
## 769 Split_or_Multilevel Residential_Low_Density
## 770 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 771 Two_Story_1946_and_Newer Residential_Low_Density
## 772 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 773 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 774 Split_Foyer Residential_Low_Density
## 775 Split_Foyer Residential_Low_Density
## 776 Split_Foyer Residential_Low_Density
## 777 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 778 Split_or_Multilevel Residential_Low_Density
## 779 Split_or_Multilevel Residential_Low_Density
## 780 Split_or_Multilevel Residential_Low_Density
## 782 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 783 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 784 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 785 One_Story_1945_and_Older Residential_Low_Density
## 786 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 787 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 788 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 789 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 790 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 792 Two_Story_1946_and_Newer Residential_Low_Density
## 793 One_Story_1945_and_Older Residential_Low_Density
## 794 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 795 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 796 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 797 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 798 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 800 Split_or_Multilevel Residential_Low_Density
## 801 Split_or_Multilevel Residential_Low_Density
## 802 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 803 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 804 Two_Story_1946_and_Newer Residential_Low_Density
## 805 Two_Story_1946_and_Newer Residential_Low_Density
## 806 Two_Story_1946_and_Newer Residential_Low_Density
## 807 Two_Story_1945_and_Older Residential_Low_Density
## 808 Duplex_All_Styles_and_Ages Residential_Low_Density
## 809 Duplex_All_Styles_and_Ages Residential_Low_Density
## 810 Duplex_All_Styles_and_Ages Residential_Low_Density
## 811 Duplex_All_Styles_and_Ages Residential_Low_Density
## 812 Duplex_All_Styles_and_Ages Residential_Low_Density
## 813 Duplex_All_Styles_and_Ages Residential_Low_Density
## 814 Duplex_All_Styles_and_Ages Residential_Low_Density
## 815 Duplex_All_Styles_and_Ages Residential_Low_Density
## 816 Duplex_All_Styles_and_Ages Residential_Low_Density
## 817 Duplex_All_Styles_and_Ages Residential_Low_Density
## 818 Duplex_All_Styles_and_Ages Residential_Low_Density
## 819 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 820 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 821 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 822 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 823 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 824 Two_Story_1946_and_Newer Residential_Low_Density
## 825 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 826 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 827 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 828 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 829 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 830 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 831 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 832 Two_Story_1946_and_Newer Residential_Low_Density
## 833 Split_or_Multilevel Residential_Low_Density
## 834 Two_Story_1946_and_Newer Residential_Low_Density
## 835 Two_Story_1946_and_Newer Residential_Low_Density
## 836 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 837 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 838 Two_Story_1946_and_Newer Residential_Low_Density
## 840 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 841 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 842 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 843 Two_Story_1946_and_Newer Residential_Low_Density
## 844 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 845 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 846 Two_Story_1946_and_Newer Residential_Low_Density
## 847 Two_Story_1946_and_Newer Residential_Low_Density
## 848 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 849 Two_Story_1946_and_Newer Residential_Low_Density
## 850 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 851 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 852 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 853 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 854 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 855 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 856 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 857 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 858 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 859 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 860 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 861 Split_Foyer Residential_Low_Density
## 862 Split_Foyer Residential_Low_Density
## 863 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 864 Two_Story_1946_and_Newer Residential_Low_Density
## 865 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 866 Two_Story_1946_and_Newer Residential_Low_Density
## 867 Two_Story_1946_and_Newer Residential_Low_Density
## 868 Two_Story_1946_and_Newer Residential_Low_Density
## 869 Two_Story_1946_and_Newer Residential_Low_Density
## 870 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 871 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 872 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 873 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 874 Two_Story_1946_and_Newer Residential_Low_Density
## 875 Two_Story_1946_and_Newer Residential_Low_Density
## 876 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 877 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 878 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 879 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 880 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 881 Two_Story_1946_and_Newer Residential_Low_Density
## 882 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 883 Two_Story_1946_and_Newer Residential_Low_Density
## 884 Two_Story_1946_and_Newer Residential_Low_Density
## 885 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 886 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 887 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 888 Split_Foyer Residential_Low_Density
## 889 Two_Story_1946_and_Newer Residential_Low_Density
## 890 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 891 Split_or_Multilevel Residential_Low_Density
## 892 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 894 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 895 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 896 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 898 One_Story_1945_and_Older Residential_Low_Density
## 900 Duplex_All_Styles_and_Ages Residential_Low_Density
## 901 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 902 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 904 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 905 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 906 One_and_Half_Story_Finished_All_Ages Residential_High_Density
## 907 One_and_Half_Story_Finished_All_Ages Residential_High_Density
## 908 One_Story_1945_and_Older Residential_Low_Density
## 909 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 911 Two_Story_1945_and_Older Residential_Low_Density
## 912 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 913 One_Story_1945_and_Older Residential_Low_Density
## 914 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 915 Two_Story_1945_and_Older Residential_Low_Density
## 917 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 918 Two_Story_1945_and_Older Residential_Low_Density
## 919 Two_Story_1945_and_Older Residential_Low_Density
## 920 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 921 Two_Story_1945_and_Older Residential_Low_Density
## 922 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 923 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 924 One_Story_1945_and_Older Residential_Low_Density
## 925 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 926 Duplex_All_Styles_and_Ages Residential_Low_Density
## 927 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 928 Two_Story_1945_and_Older Residential_Low_Density
## 929 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 931 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 932 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 933 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 934 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 935 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 936 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 937 Split_or_Multilevel Residential_Low_Density
## 938 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 939 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 940 Two_Story_1945_and_Older Residential_Medium_Density
## 941 Two_Story_1945_and_Older Residential_Medium_Density
## 942 Two_Story_1945_and_Older Residential_Medium_Density
## 945 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 947 Two_Story_1946_and_Newer Residential_Low_Density
## 948 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 949 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 950 Two_Story_1946_and_Newer Residential_Low_Density
## 951 Split_Foyer Residential_Low_Density
## 952 Split_Foyer Residential_Low_Density
## 953 Duplex_All_Styles_and_Ages Residential_Low_Density
## 954 Split_or_Multilevel Residential_Low_Density
## 955 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 957 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 958 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 959 Two_Story_1946_and_Newer Residential_Low_Density
## 960 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 961 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 962 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 963 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 964 Two_Story_1946_and_Newer Residential_Low_Density
## 965 Split_or_Multilevel Residential_Low_Density
## 966 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 967 Two_Story_1946_and_Newer Residential_Low_Density
## 968 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 969 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 970 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 971 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 972 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 973 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 974 PUD_Multilevel_Split_Level_Foyer Residential_Medium_Density
## 975 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 976 PUD_Multilevel_Split_Level_Foyer Residential_Medium_Density
## 977 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 978 PUD_Multilevel_Split_Level_Foyer Residential_Medium_Density
## 979 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 980 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 981 Split_Foyer Residential_Low_Density
## 982 Split_or_Multilevel Residential_Low_Density
## 983 Split_Foyer Residential_Low_Density
## 984 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 985 Split_Foyer Residential_Low_Density
## 987 Two_Story_1946_and_Newer Residential_Low_Density
## 988 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 989 Two_Story_1946_and_Newer Residential_Low_Density
## 990 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 991 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 992 Two_Story_1946_and_Newer Residential_Low_Density
## 993 Two_Story_1946_and_Newer Residential_Low_Density
## 994 Two_Story_1946_and_Newer Residential_Low_Density
## 995 Two_Story_1946_and_Newer Residential_Low_Density
## 996 Two_Story_1946_and_Newer Residential_Low_Density
## 997 Two_Story_1946_and_Newer Residential_Low_Density
## 998 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 999 Two_Story_1946_and_Newer Residential_Low_Density
## 1000 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1001 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1002 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1003 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1004 Two_Story_1946_and_Newer Residential_Low_Density
## 1005 Two_Story_1946_and_Newer Residential_Low_Density
## 1006 Two_Story_1946_and_Newer Residential_Low_Density
## 1007 Two_Story_1946_and_Newer Residential_Low_Density
## 1008 Two_Story_1946_and_Newer Residential_Low_Density
## 1009 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1010 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1011 Two_Story_1946_and_Newer Residential_Low_Density
## 1012 Two_Story_1946_and_Newer Residential_Low_Density
## 1013 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1016 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1017 Two_Story_1946_and_Newer Residential_Low_Density
## 1018 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1019 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1020 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1021 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1022 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1023 Two_Story_1946_and_Newer Residential_Low_Density
## 1024 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1025 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1026 Two_Story_1946_and_Newer Residential_Low_Density
## 1027 Two_Story_1946_and_Newer Residential_Low_Density
## 1029 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1030 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1031 Two_Story_1946_and_Newer Residential_Low_Density
## 1032 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1033 Two_Story_1946_and_Newer Residential_Low_Density
## 1034 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1035 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1036 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1037 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1038 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1039 One_Story_PUD_1946_and_Newer Residential_High_Density
## 1040 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1041 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1042 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1043 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1044 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1045 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1046 Two_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1047 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1048 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 1049 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1050 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1051 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1052 Two_Story_1946_and_Newer Residential_Low_Density
## 1054 Two_Story_1946_and_Newer Residential_Low_Density
## 1055 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1056 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1057 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1058 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1059 Two_Story_1946_and_Newer Residential_Low_Density
## 1060 Two_Story_1946_and_Newer Residential_Low_Density
## 1061 Two_Story_1946_and_Newer Residential_Low_Density
## 1062 Two_Story_1946_and_Newer Residential_Low_Density
## 1063 Two_Story_1946_and_Newer Residential_Low_Density
## 1065 Two_Story_1946_and_Newer Residential_Low_Density
## 1066 Two_Story_1946_and_Newer Residential_Low_Density
## 1067 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1068 Two_Story_1946_and_Newer Residential_Low_Density
## 1069 Two_Story_1946_and_Newer Residential_Low_Density
## 1070 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1071 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1072 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1073 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1074 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1075 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1076 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1077 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1078 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 1079 Two_Story_PUD_1946_and_Newer Residential_Low_Density
## 1080 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1081 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1082 One_Story_PUD_1946_and_Newer Residential_Medium_Density
## 1083 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1084 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1085 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1086 Two_Story_1946_and_Newer Residential_Low_Density
## 1087 Two_Story_1946_and_Newer Residential_Low_Density
## 1088 Split_or_Multilevel Residential_Low_Density
## 1089 Two_Story_1946_and_Newer Residential_Low_Density
## 1090 Two_Story_1946_and_Newer Residential_Low_Density
## 1091 Two_Story_1946_and_Newer Residential_Low_Density
## 1092 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1093 Two_Story_1946_and_Newer Residential_Low_Density
## 1094 Two_Story_1946_and_Newer Residential_Low_Density
## 1095 Two_Story_1946_and_Newer Residential_Low_Density
## 1096 Two_Story_1946_and_Newer Residential_Low_Density
## 1097 Two_Story_1946_and_Newer Residential_Low_Density
## 1098 Two_Story_1946_and_Newer Residential_Low_Density
## 1099 Two_and_Half_Story_All_Ages Residential_Low_Density
## 1100 Two_Story_1946_and_Newer Residential_Low_Density
## 1101 Two_Story_1946_and_Newer Residential_Low_Density
## 1102 Two_Story_1946_and_Newer Residential_Low_Density
## 1103 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1104 Two_Story_1946_and_Newer Residential_Low_Density
## 1105 Two_Story_1946_and_Newer Residential_Low_Density
## 1106 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1107 Two_Story_1946_and_Newer Residential_Low_Density
## 1109 Two_Story_1946_and_Newer Residential_Low_Density
## 1110 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1111 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1112 Two_Story_1946_and_Newer Residential_Low_Density
## 1113 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1114 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1115 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1116 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1117 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1118 Two_Story_1946_and_Newer Residential_Low_Density
## 1119 Two_Story_1946_and_Newer Residential_Low_Density
## 1120 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1121 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 1122 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 1123 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 1124 Two_Story_1946_and_Newer Floating_Village_Residential
## 1125 Two_Story_1946_and_Newer Floating_Village_Residential
## 1126 Two_Story_1946_and_Newer Floating_Village_Residential
## 1127 Two_Story_1946_and_Newer Floating_Village_Residential
## 1128 Two_Story_1946_and_Newer Floating_Village_Residential
## 1129 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 1130 One_Story_1946_and_Newer_All_Styles Floating_Village_Residential
## 1131 Two_Story_1946_and_Newer Floating_Village_Residential
## 1132 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1133 Two_Story_1946_and_Newer Residential_Low_Density
## 1134 Two_Story_1946_and_Newer Residential_Low_Density
## 1135 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1136 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1137 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1138 Two_Story_1946_and_Newer Residential_Low_Density
## 1139 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1140 Two_Story_1946_and_Newer Residential_Low_Density
## 1141 Two_Story_1946_and_Newer Residential_Low_Density
## 1142 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1143 Two_Story_1946_and_Newer Residential_Low_Density
## 1144 Two_Story_1946_and_Newer Residential_Low_Density
## 1145 Two_Story_1946_and_Newer Residential_Low_Density
## 1146 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1148 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1149 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1150 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1151 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1152 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1153 Two_Family_conversion_All_Styles_and_Ages Residential_Low_Density
## 1154 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1155 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1156 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1157 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1158 Two_Story_1946_and_Newer Residential_Low_Density
## 1159 Two_Story_1946_and_Newer Residential_Low_Density
## 1160 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1161 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1162 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1163 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1164 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1165 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1166 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1167 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1168 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1169 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1170 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1171 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1172 One_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1173 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1174 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1175 Two_Story_1946_and_Newer Floating_Village_Residential
## 1176 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1177 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1178 Two_Story_PUD_1946_and_Newer Floating_Village_Residential
## 1179 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1180 One_Story_PUD_1946_and_Newer Residential_Low_Density
## 1182 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1183 Two_Story_1946_and_Newer Residential_Low_Density
## 1185 Two_Story_1946_and_Newer Floating_Village_Residential
## 1186 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1187 Split_or_Multilevel Residential_Low_Density
## 1188 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1189 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1190 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1191 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1192 Two_Story_1946_and_Newer Residential_Low_Density
## 1193 Two_Story_1946_and_Newer Residential_Low_Density
## 1194 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1195 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1196 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1197 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1198 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1199 Two_Story_1946_and_Newer Residential_Low_Density
## 1200 Two_Story_1946_and_Newer Residential_Low_Density
## 1201 Two_Story_1946_and_Newer Residential_Low_Density
## 1202 Two_Story_1946_and_Newer Residential_Low_Density
## 1203 Split_Foyer Residential_Low_Density
## 1204 Two_Story_1946_and_Newer Residential_Low_Density
## 1205 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1206 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1207 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1208 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1209 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1210 Split_or_Multilevel Residential_Low_Density
## 1211 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1212 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1213 Split_or_Multilevel Residential_Low_Density
## 1215 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1216 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1217 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1218 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1219 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1223 Two_Story_1945_and_Older Residential_Low_Density
## 1224 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1225 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1226 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1227 Split_or_Multilevel Residential_Low_Density
## 1228 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1229 Two_Story_1946_and_Newer Residential_Low_Density
## 1230 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1231 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1232 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1233 Split_or_Multilevel Residential_Low_Density
## 1234 Two_Story_1946_and_Newer Residential_Low_Density
## 1235 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1236 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1237 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1238 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1239 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1240 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1241 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1242 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1243 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1244 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1245 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1246 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1247 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1248 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1249 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1250 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1251 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1253 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1254 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1255 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1256 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1257 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1258 One_Story_1945_and_Older Residential_Low_Density
## 1259 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1260 Two_Family_conversion_All_Styles_and_Ages Residential_Low_Density
## 1261 Two_Story_1946_and_Newer Residential_Low_Density
## 1262 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1264 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1265 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1266 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1267 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1268 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1269 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1270 Split_or_Multilevel Residential_Low_Density
## 1271 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1272 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1273 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1274 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1275 One_and_Half_Story_Unfinished_All_Ages Residential_Low_Density
## 1276 One_and_Half_Story_Unfinished_All_Ages Residential_Low_Density
## 1277 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1278 Duplex_All_Styles_and_Ages Residential_Low_Density
## 1279 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1280 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1281 Two_Story_1946_and_Newer Residential_Low_Density
## 1282 Two_Story_1946_and_Newer Residential_Low_Density
## 1283 One_Story_1946_and_Newer_All_Styles Residential_Low_Density
## 1284 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1286 Two_Story_1945_and_Older Residential_Medium_Density
## 1287 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1288 Two_Story_1945_and_Older Residential_Medium_Density
## 1289 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1290 One_Story_1945_and_Older Residential_Medium_Density
## 1291 Two_and_Half_Story_All_Ages Residential_Medium_Density
## 1292 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 1293 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1294 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1295 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1296 One_Story_1945_and_Older Residential_Medium_Density
## 1298 One_Story_1945_and_Older Residential_Medium_Density
## 1299 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1300 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1301 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1302 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1303 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1304 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1305 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1309 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1310 Two_and_Half_Story_All_Ages Residential_Medium_Density
## 1311 Two_Story_1945_and_Older Residential_Medium_Density
## 1312 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1315 Two_Story_1945_and_Older Residential_Medium_Density
## 1316 Two_Story_1945_and_Older Residential_Medium_Density
## 1317 Two_Family_conversion_All_Styles_and_Ages Residential_Medium_Density
## 1318 Two_and_Half_Story_All_Ages Residential_Medium_Density
## 1320 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1323 Two_Story_1945_and_Older Residential_Medium_Density
## 1324 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1325 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1326 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1327 One_Story_1946_and_Newer_All_Styles Residential_Medium_Density
## 1328 One_Story_1945_and_Older Residential_Low_Density
## 1331 One_and_Half_Story_Finished_All_Ages Residential_Low_Density
## 1332 One_and_Half_Story_Unfinished_All_Ages Residential_Medium_Density
## 1333 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1334 Two_Story_1945_and_Older Residential_Medium_Density
## 1335 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1336 One_Story_1945_and_Older Residential_Medium_Density
## 1337 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## 1338 One_and_Half_Story_Finished_All_Ages Residential_Medium_Density
## Lot_Frontage Lot_Area Street Alley Lot_Shape
## 1 141 31770 Pave No_Alley_Access Slightly_Irregular
## 2 80 11622 Pave No_Alley_Access Regular
## 4 93 11160 Pave No_Alley_Access Regular
## 5 74 13830 Pave No_Alley_Access Slightly_Irregular
## 6 78 9978 Pave No_Alley_Access Slightly_Irregular
## 7 41 4920 Pave No_Alley_Access Regular
## 8 43 5005 Pave No_Alley_Access Slightly_Irregular
## 9 39 5389 Pave No_Alley_Access Slightly_Irregular
## 10 60 7500 Pave No_Alley_Access Regular
## 11 75 10000 Pave No_Alley_Access Slightly_Irregular
## 12 0 7980 Pave No_Alley_Access Slightly_Irregular
## 13 63 8402 Pave No_Alley_Access Slightly_Irregular
## 14 85 10176 Pave No_Alley_Access Regular
## 15 0 6820 Pave No_Alley_Access Slightly_Irregular
## 16 47 53504 Pave No_Alley_Access Moderately_Irregular
## 19 140 19138 Pave No_Alley_Access Regular
## 20 85 13175 Pave No_Alley_Access Regular
## 21 105 11751 Pave No_Alley_Access Slightly_Irregular
## 22 85 10625 Pave No_Alley_Access Regular
## 23 0 7500 Pave No_Alley_Access Regular
## 24 0 11241 Pave No_Alley_Access Slightly_Irregular
## 25 0 12537 Pave No_Alley_Access Slightly_Irregular
## 26 65 8450 Pave No_Alley_Access Regular
## 27 70 8400 Pave No_Alley_Access Regular
## 29 26 5858 Pave No_Alley_Access Slightly_Irregular
## 30 21 1680 Pave No_Alley_Access Regular
## 31 21 1680 Pave No_Alley_Access Regular
## 32 21 1680 Pave No_Alley_Access Regular
## 33 53 4043 Pave No_Alley_Access Regular
## 34 24 2280 Pave No_Alley_Access Regular
## 35 24 2280 Pave No_Alley_Access Regular
## 36 24 2280 Pave No_Alley_Access Regular
## 37 102 12858 Pave No_Alley_Access Slightly_Irregular
## 38 98 11478 Pave No_Alley_Access Regular
## 39 83 10159 Pave No_Alley_Access Slightly_Irregular
## 40 94 12883 Pave No_Alley_Access Slightly_Irregular
## 41 95 12182 Pave No_Alley_Access Regular
## 42 90 11520 Pave No_Alley_Access Regular
## 43 79 14122 Pave No_Alley_Access Slightly_Irregular
## 44 70 10171 Pave No_Alley_Access Slightly_Irregular
## 45 100 12919 Pave No_Alley_Access Slightly_Irregular
## 46 44 6371 Pave No_Alley_Access Slightly_Irregular
## 47 110 14300 Pave No_Alley_Access Regular
## 48 105 13650 Pave No_Alley_Access Regular
## 49 61 7658 Pave No_Alley_Access Regular
## 50 41 7132 Pave No_Alley_Access Slightly_Irregular
## 51 36 2628 Pave No_Alley_Access Regular
## 52 100 18494 Pave No_Alley_Access Slightly_Irregular
## 53 43 3203 Pave No_Alley_Access Regular
## 54 43 3182 Pave No_Alley_Access Regular
## 55 67 13300 Pave No_Alley_Access Slightly_Irregular
## 56 0 7851 Pave No_Alley_Access Regular
## 57 63 8577 Pave No_Alley_Access Slightly_Irregular
## 58 0 7750 Pave No_Alley_Access Slightly_Irregular
## 59 0 9505 Pave No_Alley_Access Slightly_Irregular
## 60 108 14774 Pave No_Alley_Access Slightly_Irregular
## 61 60 17433 Pave No_Alley_Access Moderately_Irregular
## 62 59 10593 Pave No_Alley_Access Slightly_Irregular
## 63 98 12256 Pave No_Alley_Access Slightly_Irregular
## 64 92 11764 Pave No_Alley_Access Slightly_Irregular
## 65 58 16770 Pave No_Alley_Access Moderately_Irregular
## 66 56 14720 Pave No_Alley_Access Slightly_Irregular
## 67 73 8987 Pave No_Alley_Access Regular
## 68 92 9215 Pave No_Alley_Access Regular
## 70 75 9000 Pave No_Alley_Access Regular
## 71 100 12552 Pave No_Alley_Access Regular
## 72 84 10440 Pave No_Alley_Access Regular
## 73 76 10142 Pave No_Alley_Access Slightly_Irregular
## 74 70 11920 Pave No_Alley_Access Regular
## 75 0 8880 Pave No_Alley_Access Slightly_Irregular
## 76 50 8012 Pave No_Alley_Access Regular
## 77 70 11218 Pave No_Alley_Access Regular
## 78 55 7892 Pave No_Alley_Access Regular
## 79 50 7175 Pave No_Alley_Access Regular
## 81 81 9672 Pave No_Alley_Access Regular
## 82 70 8400 Pave No_Alley_Access Regular
## 83 70 9800 Pave No_Alley_Access Regular
## 84 68 8930 Pave No_Alley_Access Regular
## 85 88 11782 Pave No_Alley_Access Slightly_Irregular
## 86 65 8450 Pave No_Alley_Access Regular
## 87 0 9819 Pave No_Alley_Access Slightly_Irregular
## 88 75 7500 Pave No_Alley_Access Regular
## 89 0 6897 Pave No_Alley_Access Slightly_Irregular
## 91 107 10186 Pave No_Alley_Access Slightly_Irregular
## 92 85 13143 Pave No_Alley_Access Slightly_Irregular
## 93 88 11134 Pave No_Alley_Access Regular
## 94 25 4835 Pave No_Alley_Access Slightly_Irregular
## 95 39 3515 Pave Paved Regular
## 96 30 3215 Pave Paved Regular
## 97 30 3182 Pave Paved Regular
## 98 24 2544 Pave Paved Regular
## 99 24 2544 Pave Paved Regular
## 100 0 4403 Pave No_Alley_Access Moderately_Irregular
## 101 0 2117 Pave No_Alley_Access Regular
## 102 0 2980 Pave No_Alley_Access Regular
## 103 24 2572 Pave No_Alley_Access Regular
## 104 0 2403 Pave No_Alley_Access Slightly_Irregular
## 106 68 7379 Pave No_Alley_Access Slightly_Irregular
## 109 0 13517 Pave No_Alley_Access Slightly_Irregular
## 110 80 8000 Pave No_Alley_Access Regular
## 111 0 10456 Pave No_Alley_Access Slightly_Irregular
## 112 80 10791 Pave No_Alley_Access Regular
## 113 0 10603 Pave No_Alley_Access Slightly_Irregular
## 114 0 18837 Pave No_Alley_Access Slightly_Irregular
## 115 80 10421 Pave No_Alley_Access Regular
## 116 78 9360 Pave No_Alley_Access Regular
## 117 80 9600 Pave No_Alley_Access Regular
## 118 80 9600 Pave No_Alley_Access Regular
## 119 0 9790 Pave No_Alley_Access Regular
## 120 77 9320 Pave No_Alley_Access Slightly_Irregular
## 121 90 9900 Pave No_Alley_Access Regular
## 122 88 9680 Pave No_Alley_Access Regular
## 123 0 10600 Pave Paved Slightly_Irregular
## 124 0 14112 Pave No_Alley_Access Slightly_Irregular
## 125 80 8800 Pave No_Alley_Access Regular
## 127 68 9717 Pave No_Alley_Access Regular
## 128 68 9724 Pave No_Alley_Access Regular
## 129 120 17360 Pave No_Alley_Access Regular
## 130 50 7207 Pave No_Alley_Access Slightly_Irregular
## 132 80 9920 Pave No_Alley_Access Regular
## 133 80 9600 Pave No_Alley_Access Regular
## 134 78 7800 Pave No_Alley_Access Regular
## 135 75 11380 Pave No_Alley_Access Slightly_Irregular
## 136 80 11600 Pave No_Alley_Access Regular
## 137 0 19900 Pave No_Alley_Access Regular
## 138 137 16492 Pave No_Alley_Access Slightly_Irregular
## 139 70 8267 Pave No_Alley_Access Regular
## 140 70 8197 Pave No_Alley_Access Regular
## 141 0 8050 Pave No_Alley_Access Slightly_Irregular
## 142 70 10552 Pave No_Alley_Access Slightly_Irregular
## 143 70 8400 Pave No_Alley_Access Regular
## 144 73 8760 Pave No_Alley_Access Regular
## 145 0 12160 Pave No_Alley_Access Slightly_Irregular
## 146 73 9300 Pave No_Alley_Access Regular
## 147 87 10725 Pave No_Alley_Access Slightly_Irregular
## 148 80 10032 Pave No_Alley_Access Regular
## 149 60 8382 Pave No_Alley_Access Regular
## 150 60 10950 Pave No_Alley_Access Regular
## 151 119 10895 Pave No_Alley_Access Regular
## 152 70 13587 Pave No_Alley_Access Regular
## 153 68 7922 Pave No_Alley_Access Regular
## 154 65 7898 Pave No_Alley_Access Regular
## 155 60 7200 Pave No_Alley_Access Regular
## 156 85 10200 Pave No_Alley_Access Regular
## 157 74 5868 Pave No_Alley_Access Regular
## 158 78 17503 Pave No_Alley_Access Regular
## 159 64 6979 Pave No_Alley_Access Regular
## 160 0 9830 Pave No_Alley_Access Slightly_Irregular
## 162 60 8064 Pave No_Alley_Access Regular
## 163 75 7500 Pave No_Alley_Access Regular
## 164 71 8520 Pave No_Alley_Access Regular
## 165 60 7200 Pave No_Alley_Access Regular
## 166 87 10000 Pave No_Alley_Access Slightly_Irregular
## 167 81 7635 Pave No_Alley_Access Slightly_Irregular
## 168 80 9760 Pave No_Alley_Access Regular
## 169 70 7700 Pave No_Alley_Access Regular
## 170 60 4800 Pave No_Alley_Access Regular
## 171 55 8800 Pave Gravel Regular
## 172 56 4485 Pave Gravel Regular
## 173 56 8960 Pave Gravel Regular
## 174 69 5805 Pave Gravel Regular
## 175 60 5790 Pave No_Alley_Access Regular
## 176 47 4608 Pave No_Alley_Access Regular
## 177 60 7200 Pave No_Alley_Access Regular
## 178 50 5500 Pave No_Alley_Access Regular
## 179 50 6900 Pave No_Alley_Access Regular
## 180 69 11851 Pave No_Alley_Access Regular
## 181 0 8239 Pave No_Alley_Access Regular
## 183 60 8520 Pave No_Alley_Access Regular
## 184 60 9600 Pave Gravel Regular
## 185 60 10800 Pave No_Alley_Access Regular
## 186 50 9000 Pave Gravel Regular
## 188 90 7407 Pave No_Alley_Access Regular
## 189 60 7740 Pave No_Alley_Access Regular
## 190 60 11340 Pave No_Alley_Access Regular
## 191 60 10560 Pave No_Alley_Access Regular
## 192 53 5830 Pave No_Alley_Access Regular
## 193 0 7793 Pave No_Alley_Access Slightly_Irregular
## 194 50 5000 Pave No_Alley_Access Regular
## 195 50 6000 Pave No_Alley_Access Regular
## 196 50 6000 Pave No_Alley_Access Regular
## 197 53 6360 Pave No_Alley_Access Regular
## 198 50 6000 Pave No_Alley_Access Regular
## 199 52 6240 Pave No_Alley_Access Regular
## 200 52 6240 Pave No_Alley_Access Regular
## 201 51 6120 Pave No_Alley_Access Regular
## 202 50 10300 Pave No_Alley_Access Slightly_Irregular
## 203 57 8094 Pave Gravel Regular
## 204 60 12900 Pave Gravel Regular
## 205 52 3068 Pave Gravel Regular
## 208 76 7630 Pave No_Alley_Access Regular
## 209 0 24090 Pave No_Alley_Access Regular
## 210 100 15263 Pave No_Alley_Access Slightly_Irregular
## 212 60 9900 Pave No_Alley_Access Regular
## 213 65 6001 Pave No_Alley_Access Slightly_Irregular
## 215 60 6048 Pave No_Alley_Access Regular
## 216 54 6342 Pave No_Alley_Access Regular
## 217 72 10773 Pave No_Alley_Access Regular
## 218 72 10778 Pave No_Alley_Access Regular
## 219 75 11625 Pave No_Alley_Access Regular
## 220 0 11341 Pave No_Alley_Access Slightly_Irregular
## 221 70 8521 Pave No_Alley_Access Regular
## 222 0 8246 Pave No_Alley_Access Slightly_Irregular
## 223 65 7800 Pave No_Alley_Access Regular
## 224 80 9364 Pave No_Alley_Access Regular
## 225 65 7832 Pave No_Alley_Access Regular
## 226 0 7424 Pave No_Alley_Access Slightly_Irregular
## 227 86 11227 Pave No_Alley_Access Regular
## 228 0 11616 Pave No_Alley_Access Slightly_Irregular
## 229 80 14000 Pave No_Alley_Access Regular
## 230 0 20062 Pave No_Alley_Access Slightly_Irregular
## 231 94 9259 Pave No_Alley_Access Regular
## 232 60 9600 Pave No_Alley_Access Regular
## 234 0 17082 Pave No_Alley_Access Slightly_Irregular
## 235 124 18600 Pave No_Alley_Access Regular
## 236 85 10625 Pave No_Alley_Access Regular
## 237 65 11479 Pave No_Alley_Access Regular
## 238 68 9571 Pave No_Alley_Access Regular
## 239 50 9350 Pave No_Alley_Access Regular
## 240 75 9525 Pave No_Alley_Access Regular
## 241 83 10420 Pave No_Alley_Access Regular
## 243 0 11200 Pave No_Alley_Access Slightly_Irregular
## 244 60 11100 Pave No_Alley_Access Regular
## 245 77 9206 Pave No_Alley_Access Regular
## 246 83 11980 Pave No_Alley_Access Regular
## 247 87 12361 Pave No_Alley_Access Slightly_Irregular
## 248 80 9938 Pave No_Alley_Access Regular
## 249 73 9069 Pave No_Alley_Access Regular
## 250 64 10475 Pave No_Alley_Access Slightly_Irregular
## 251 64 6762 Pave No_Alley_Access Regular
## 252 94 10402 Pave No_Alley_Access Slightly_Irregular
## 253 64 7360 Pave No_Alley_Access Regular
## 254 90 12376 Pave No_Alley_Access Regular
## 255 82 14235 Pave No_Alley_Access Slightly_Irregular
## 256 80 8816 Pave No_Alley_Access Regular
## 257 82 11105 Pave No_Alley_Access Regular
## 258 0 9337 Pave No_Alley_Access Slightly_Irregular
## 259 70 8750 Pave No_Alley_Access Regular
## 260 38 15240 Pave No_Alley_Access Slightly_Irregular
## 261 0 10900 Pave No_Alley_Access Slightly_Irregular
## 262 75 10650 Pave No_Alley_Access Regular
## 263 68 7480 Pave No_Alley_Access Regular
## 264 80 10389 Pave No_Alley_Access Regular
## 265 0 11423 Pave No_Alley_Access Regular
## 266 44 9548 Pave No_Alley_Access Slightly_Irregular
## 267 75 9375 Pave No_Alley_Access Regular
## 268 48 12137 Pave No_Alley_Access Moderately_Irregular
## 269 0 4435 Pave No_Alley_Access Regular
## 270 0 4426 Pave No_Alley_Access Regular
## 271 48 10635 Pave No_Alley_Access Moderately_Irregular
## 272 70 8400 Pave No_Alley_Access Regular
## 273 65 8773 Pave No_Alley_Access Regular
## 274 67 8777 Pave No_Alley_Access Regular
## 277 60 10044 Pave No_Alley_Access Slightly_Irregular
## 278 89 11792 Pave No_Alley_Access Regular
## 279 65 6305 Pave No_Alley_Access Regular
## 280 94 7819 Pave No_Alley_Access Regular
## 281 64 6410 Pave No_Alley_Access Regular
## 282 80 8546 Pave No_Alley_Access Regular
## 283 52 8741 Pave No_Alley_Access Regular
## 285 68 8562 Pave No_Alley_Access Regular
## 286 67 4853 Pave No_Alley_Access Regular
## 287 66 6858 Pave No_Alley_Access Regular
## 288 45 8212 Pave Gravel Regular
## 289 50 5000 Pave Paved Regular
## 290 0 7890 Pave No_Alley_Access Regular
## 293 50 9638 Pave No_Alley_Access Regular
## 294 78 10452 Pave No_Alley_Access Slightly_Irregular
## 295 78 15600 Pave No_Alley_Access Regular
## 296 66 9042 Pave No_Alley_Access Regular
## 297 100 17500 Pave No_Alley_Access Regular
## 298 85 19645 Pave No_Alley_Access Slightly_Irregular
## 299 35 3907 Pave No_Alley_Access Slightly_Irregular
## 300 35 3907 Pave No_Alley_Access Slightly_Irregular
## 301 100 15602 Pave No_Alley_Access Slightly_Irregular
## 302 40 5436 Pave No_Alley_Access Regular
## 304 50 9140 Pave No_Alley_Access Regular
## 305 60 7500 Pave No_Alley_Access Regular
## 306 66 8712 Pave Paved Regular
## 307 66 8712 Grvl No_Alley_Access Regular
## 308 66 8712 Grvl No_Alley_Access Regular
## 309 44 3811 Pave No_Alley_Access Slightly_Irregular
## 310 85 11050 Pave No_Alley_Access Regular
## 311 74 9620 Pave No_Alley_Access Regular
## 312 129 9196 Pave No_Alley_Access Slightly_Irregular
## 313 0 12328 Pave No_Alley_Access Slightly_Irregular
## 314 0 12760 Pave No_Alley_Access Slightly_Irregular
## 315 0 57200 Pave No_Alley_Access Slightly_Irregular
## 316 88 11896 Pave No_Alley_Access Slightly_Irregular
## 317 73 9803 Pave No_Alley_Access Regular
## 318 73 9802 Pave No_Alley_Access Regular
## 319 92 12003 Pave No_Alley_Access Regular
## 320 80 11316 Pave No_Alley_Access Regular
## 321 85 14191 Pave No_Alley_Access Regular
## 322 89 13214 Pave No_Alley_Access Slightly_Irregular
## 323 85 15300 Pave No_Alley_Access Regular
## 324 93 10114 Pave No_Alley_Access Regular
## 325 94 9400 Pave No_Alley_Access Regular
## 326 0 11875 Pave No_Alley_Access Regular
## 327 0 1974 Pave No_Alley_Access Regular
## 328 31 2394 Pave No_Alley_Access Regular
## 329 36 2592 Pave No_Alley_Access Regular
## 330 21 1476 Pave No_Alley_Access Regular
## 331 21 1491 Pave No_Alley_Access Regular
## 332 21 1900 Pave No_Alley_Access Regular
## 333 21 1890 Pave No_Alley_Access Regular
## 334 50 6953 Pave No_Alley_Access Regular
## 335 0 26142 Pave No_Alley_Access Slightly_Irregular
## 336 76 12887 Pave No_Alley_Access Regular
## 338 63 10475 Pave No_Alley_Access Regular
## 339 68 10544 Pave No_Alley_Access Slightly_Irregular
## 340 76 9892 Pave No_Alley_Access Regular
## 341 74 12961 Pave No_Alley_Access Regular
## 342 74 13008 Pave No_Alley_Access Slightly_Irregular
## 343 85 10200 Pave No_Alley_Access Regular
## 344 75 13860 Pave No_Alley_Access Regular
## 345 88 10179 Pave No_Alley_Access Slightly_Irregular
## 346 0 11792 Pave No_Alley_Access Slightly_Irregular
## 347 60 8400 Pave No_Alley_Access Regular
## 348 42 14892 Pave No_Alley_Access Slightly_Irregular
## 349 0 8530 Pave No_Alley_Access Slightly_Irregular
## 350 28 7296 Pave No_Alley_Access Slightly_Irregular
## 351 40 5664 Pave No_Alley_Access Slightly_Irregular
## 352 61 7380 Pave No_Alley_Access Slightly_Irregular
## 353 57 8013 Pave No_Alley_Access Slightly_Irregular
## 354 57 8923 Pave No_Alley_Access Slightly_Irregular
## 355 74 10141 Pave No_Alley_Access Slightly_Irregular
## 356 60 7500 Pave No_Alley_Access Regular
## 357 59 7837 Pave No_Alley_Access Slightly_Irregular
## 358 0 9765 Pave No_Alley_Access Moderately_Irregular
## 359 0 8803 Pave No_Alley_Access Slightly_Irregular
## 360 58 7250 Pave No_Alley_Access Regular
## 361 0 9636 Pave No_Alley_Access Slightly_Irregular
## 362 65 8125 Pave No_Alley_Access Regular
## 363 0 9248 Pave No_Alley_Access Slightly_Irregular
## 364 0 10762 Pave No_Alley_Access Slightly_Irregular
## 365 99 11851 Pave No_Alley_Access Regular
## 366 0 5814 Pave No_Alley_Access Slightly_Irregular
## 367 63 17423 Pave No_Alley_Access Slightly_Irregular
## 368 80 11844 Pave No_Alley_Access Slightly_Irregular
## 369 124 16158 Pave No_Alley_Access Slightly_Irregular
## 370 85 11900 Pave No_Alley_Access Regular
## 371 94 13005 Pave No_Alley_Access Slightly_Irregular
## 372 48 17043 Pave No_Alley_Access Slightly_Irregular
## 373 85 11900 Pave No_Alley_Access Regular
## 374 0 16635 Pave No_Alley_Access Slightly_Irregular
## 376 80 10928 Pave No_Alley_Access Regular
## 377 0 12388 Pave No_Alley_Access Slightly_Irregular
## 378 0 14115 Pave No_Alley_Access Regular
## 379 80 11088 Pave No_Alley_Access Regular
## 381 82 11880 Pave No_Alley_Access Slightly_Irregular
## 382 80 10400 Pave No_Alley_Access Regular
## 383 0 10304 Pave No_Alley_Access Slightly_Irregular
## 384 70 7000 Pave No_Alley_Access Regular
## 385 75 8004 Pave No_Alley_Access Slightly_Irregular
## 387 0 8470 Pave No_Alley_Access Regular
## 388 0 9373 Pave No_Alley_Access Slightly_Irregular
## 389 78 10140 Pave No_Alley_Access Regular
## 390 85 11050 Pave No_Alley_Access Slightly_Irregular
## 391 78 10140 Pave No_Alley_Access Regular
## 392 0 10448 Pave No_Alley_Access Slightly_Irregular
## 393 60 9000 Pave No_Alley_Access Regular
## 394 0 8750 Pave No_Alley_Access Slightly_Irregular
## 395 61 7930 Pave No_Alley_Access Regular
## 396 0 7830 Pave No_Alley_Access Slightly_Irregular
## 397 0 8510 Pave No_Alley_Access Slightly_Irregular
## 398 60 7038 Pave No_Alley_Access Regular
## 399 60 6960 Pave No_Alley_Access Regular
## 400 70 8120 Pave No_Alley_Access Regular
## 401 70 10500 Pave No_Alley_Access Regular
## 402 60 9000 Pave No_Alley_Access Regular
## 403 21 1680 Pave No_Alley_Access Regular
## 404 24 2368 Pave No_Alley_Access Regular
## 405 21 1680 Pave No_Alley_Access Regular
## 406 21 1680 Pave No_Alley_Access Regular
## 407 21 1680 Pave No_Alley_Access Regular
## 408 21 1680 Pave No_Alley_Access Regular
## 409 0 4928 Pave No_Alley_Access Slightly_Irregular
## 410 24 2308 Pave No_Alley_Access Regular
## 411 24 2280 Pave No_Alley_Access Regular
## 412 24 2280 Pave No_Alley_Access Regular
## 413 24 2308 Pave No_Alley_Access Regular
## 414 24 2349 Pave No_Alley_Access Regular
## 415 24 2364 Pave No_Alley_Access Regular
## 416 24 2289 Pave No_Alley_Access Regular
## 417 24 2364 Pave No_Alley_Access Regular
## 418 24 2104 Pave No_Alley_Access Regular
## 419 65 7150 Pave No_Alley_Access Regular
## 420 0 10710 Pave No_Alley_Access Regular
## 421 96 12456 Pave No_Alley_Access Regular
## 422 110 14257 Pave No_Alley_Access Regular
## 423 104 13518 Pave No_Alley_Access Regular
## 424 105 15431 Pave No_Alley_Access Regular
## 425 108 13173 Pave No_Alley_Access Slightly_Irregular
## 426 110 14230 Pave No_Alley_Access Regular
## 427 98 12704 Pave No_Alley_Access Regular
## 428 95 12350 Pave No_Alley_Access Regular
## 429 96 11308 Pave No_Alley_Access Slightly_Irregular
## 430 95 12350 Pave No_Alley_Access Regular
## 431 94 12220 Pave No_Alley_Access Regular
## 434 107 13891 Pave No_Alley_Access Regular
## 435 95 11578 Pave No_Alley_Access Regular
## 436 129 16870 Pave No_Alley_Access Slightly_Irregular
## 437 59 23303 Pave No_Alley_Access Irregular
## 438 87 11146 Pave No_Alley_Access Slightly_Irregular
## 440 76 9591 Pave No_Alley_Access Regular
## 441 77 10872 Pave No_Alley_Access Slightly_Irregular
## 442 102 13514 Pave No_Alley_Access Slightly_Irregular
## 443 74 8834 Pave No_Alley_Access Regular
## 444 107 11362 Pave No_Alley_Access Slightly_Irregular
## 445 85 10655 Pave No_Alley_Access Slightly_Irregular
## 446 90 12878 Pave No_Alley_Access Slightly_Irregular
## 447 79 9541 Pave No_Alley_Access Slightly_Irregular
## 448 103 13472 Pave No_Alley_Access Regular
## 449 110 15274 Pave No_Alley_Access Slightly_Irregular
## 450 96 13262 Pave No_Alley_Access Slightly_Irregular
## 451 70 9658 Pave No_Alley_Access Slightly_Irregular
## 452 47 6904 Pave No_Alley_Access Slightly_Irregular
## 453 34 5381 Pave No_Alley_Access Slightly_Irregular
## 454 34 5122 Pave No_Alley_Access Slightly_Irregular
## 455 80 10307 Pave No_Alley_Access Slightly_Irregular
## 456 34 5001 Pave No_Alley_Access Slightly_Irregular
## 457 100 14836 Pave No_Alley_Access Slightly_Irregular
## 458 117 15262 Pave No_Alley_Access Slightly_Irregular
## 459 44 7390 Pave No_Alley_Access Slightly_Irregular
## 460 48 6472 Pave No_Alley_Access Regular
## 461 129 16770 Pave No_Alley_Access Regular
## 462 48 6240 Pave No_Alley_Access Regular
## 463 48 3480 Pave No_Alley_Access Regular
## 464 36 2268 Pave No_Alley_Access Regular
## 465 63 10928 Pave No_Alley_Access Regular
## 466 57 8918 Pave No_Alley_Access Slightly_Irregular
## 467 149 12589 Pave No_Alley_Access Moderately_Irregular
## 468 122 11911 Pave No_Alley_Access Moderately_Irregular
## 469 53 3684 Pave No_Alley_Access Regular
## 470 51 3635 Pave No_Alley_Access Regular
## 471 43 3182 Pave No_Alley_Access Regular
## 472 43 3182 Pave No_Alley_Access Regular
## 473 43 3182 Pave No_Alley_Access Regular
## 474 43 3182 Pave No_Alley_Access Regular
## 475 71 7795 Pave No_Alley_Access Slightly_Irregular
## 477 59 9434 Pave No_Alley_Access Slightly_Irregular
## 478 62 7984 Pave No_Alley_Access Slightly_Irregular
## 479 0 7750 Pave No_Alley_Access Regular
## 480 61 10125 Pave No_Alley_Access Slightly_Irregular
## 481 0 8965 Pave No_Alley_Access Slightly_Irregular
## 482 0 8174 Pave No_Alley_Access Slightly_Irregular
## 484 0 8795 Pave No_Alley_Access Slightly_Irregular
## 485 0 12891 Pave No_Alley_Access Slightly_Irregular
## 486 0 12224 Pave No_Alley_Access Slightly_Irregular
## 487 61 9734 Pave No_Alley_Access Slightly_Irregular
## 488 60 8123 Pave No_Alley_Access Slightly_Irregular
## 489 42 8433 Pave No_Alley_Access Slightly_Irregular
## 490 62 7750 Pave No_Alley_Access Regular
## 492 0 24682 Pave No_Alley_Access Irregular
## 494 64 7848 Pave No_Alley_Access Slightly_Irregular
## 495 82 9430 Pave No_Alley_Access Regular
## 496 174 15138 Pave No_Alley_Access Slightly_Irregular
## 497 106 12720 Pave No_Alley_Access Regular
## 498 0 16545 Pave No_Alley_Access Slightly_Irregular
## 499 98 12203 Pave No_Alley_Access Slightly_Irregular
## 500 79 10208 Pave No_Alley_Access Slightly_Irregular
## 501 0 10750 Pave No_Alley_Access Slightly_Irregular
## 502 90 9900 Pave No_Alley_Access Regular
## 503 79 9085 Pave No_Alley_Access Regular
## 504 0 11692 Pave No_Alley_Access Slightly_Irregular
## 505 52 46589 Pave No_Alley_Access Moderately_Irregular
## 506 0 29959 Pave No_Alley_Access Moderately_Irregular
## 507 74 9612 Pave No_Alley_Access Regular
## 508 86 11194 Pave No_Alley_Access Slightly_Irregular
## 509 78 10206 Pave No_Alley_Access Regular
## 510 78 9262 Pave No_Alley_Access Regular
## 511 85 10130 Pave No_Alley_Access Regular
## 512 76 9139 Pave No_Alley_Access Slightly_Irregular
## 513 75 9675 Pave No_Alley_Access Regular
## 515 72 8640 Pave No_Alley_Access Regular
## 516 75 9000 Pave No_Alley_Access Regular
## 517 75 7862 Pave No_Alley_Access Slightly_Irregular
## 518 90 7993 Pave No_Alley_Access Slightly_Irregular
## 519 72 8640 Pave No_Alley_Access Regular
## 520 72 8640 Pave No_Alley_Access Regular
## 521 112 12606 Pave No_Alley_Access Slightly_Irregular
## 522 85 9187 Pave No_Alley_Access Regular
## 523 75 7500 Pave No_Alley_Access Regular
## 524 85 11003 Pave No_Alley_Access Regular
## 525 84 10603 Pave No_Alley_Access Regular
## 526 85 10574 Pave No_Alley_Access Regular
## 527 65 8125 Pave No_Alley_Access Regular
## 528 65 8125 Pave No_Alley_Access Regular
## 529 85 10625 Pave No_Alley_Access Regular
## 530 75 9375 Pave No_Alley_Access Regular
## 531 62 7500 Pave Paved Regular
## 532 68 8736 Pave No_Alley_Access Slightly_Irregular
## 533 65 8127 Pave No_Alley_Access Slightly_Irregular
## 534 80 9605 Pave No_Alley_Access Regular
## 535 63 7500 Pave No_Alley_Access Regular
## 536 63 7500 Pave No_Alley_Access Regular
## 537 96 10628 Pave No_Alley_Access Slightly_Irregular
## 538 76 10141 Pave No_Alley_Access Slightly_Irregular
## 539 67 10083 Pave No_Alley_Access Regular
## 540 63 13072 Pave No_Alley_Access Regular
## 541 63 13072 Pave No_Alley_Access Regular
## 542 60 12450 Pave No_Alley_Access Regular
## 543 61 7328 Pave No_Alley_Access Regular
## 544 43 11492 Pave No_Alley_Access Slightly_Irregular
## 545 88 10994 Pave No_Alley_Access Slightly_Irregular
## 546 65 8529 Pave No_Alley_Access Slightly_Irregular
## 547 70 7703 Pave No_Alley_Access Regular
## 548 75 10762 Pave No_Alley_Access Regular
## 549 50 7175 Pave No_Alley_Access Regular
## 550 70 9109 Pave No_Alley_Access Regular
## 551 0 10274 Pave No_Alley_Access Slightly_Irregular
## 552 75 8250 Pave No_Alley_Access Regular
## 553 60 8400 Pave No_Alley_Access Regular
## 554 60 9000 Pave No_Alley_Access Regular
## 555 63 9750 Pave No_Alley_Access Slightly_Irregular
## 556 71 7064 Pave No_Alley_Access Regular
## 557 0 8499 Pave No_Alley_Access Slightly_Irregular
## 558 0 9079 Pave No_Alley_Access Slightly_Irregular
## 560 0 7791 Pave No_Alley_Access Slightly_Irregular
## 561 80 10000 Pave No_Alley_Access Regular
## 562 60 8281 Pave No_Alley_Access Slightly_Irregular
## 563 65 7150 Pave No_Alley_Access Regular
## 564 0 15676 Pave No_Alley_Access Slightly_Irregular
## 565 0 11949 Pave No_Alley_Access Regular
## 566 32 2880 Pave Paved Regular
## 567 40 3951 Pave Paved Regular
## 568 30 3000 Pave Paved Regular
## 569 0 3830 Pave Paved Slightly_Irregular
## 570 0 4217 Pave Paved Slightly_Irregular
## 571 34 3230 Pave Paved Regular
## 572 34 2998 Pave No_Alley_Access Regular
## 573 35 3768 Pave No_Alley_Access Regular
## 574 24 2645 Pave Paved Regular
## 575 0 14694 Pave No_Alley_Access Slightly_Irregular
## 577 110 15417 Pave No_Alley_Access Regular
## 578 80 9600 Pave No_Alley_Access Regular
## 579 0 9991 Pave No_Alley_Access Slightly_Irregular
## 580 78 11700 Pave No_Alley_Access Regular
## 581 0 11717 Pave No_Alley_Access Slightly_Irregular
## 582 0 9156 Pave No_Alley_Access Slightly_Irregular
## 583 0 10382 Pave No_Alley_Access Slightly_Irregular
## 584 0 12732 Pave No_Alley_Access Slightly_Irregular
## 585 0 12936 Pave No_Alley_Access Slightly_Irregular
## 586 80 10400 Pave No_Alley_Access Regular
## 587 0 17871 Pave No_Alley_Access Slightly_Irregular
## 588 80 9600 Pave No_Alley_Access Regular
## 589 75 9000 Pave No_Alley_Access Regular
## 590 0 13774 Pave No_Alley_Access Slightly_Irregular
## 591 80 9650 Pave No_Alley_Access Regular
## 592 78 10140 Pave No_Alley_Access Regular
## 593 70 8400 Pave No_Alley_Access Regular
## 594 62 7130 Pave No_Alley_Access Regular
## 595 80 9600 Pave No_Alley_Access Regular
## 596 70 9100 Pave No_Alley_Access Regular
## 597 80 9600 Pave No_Alley_Access Regular
## 598 0 16500 Pave No_Alley_Access Regular
## 599 0 9790 Pave No_Alley_Access Regular
## 600 60 7436 Pave No_Alley_Access Regular
## 601 65 8125 Pave No_Alley_Access Regular
## 603 0 9450 Pave No_Alley_Access Slightly_Irregular
## 604 0 13495 Pave No_Alley_Access Slightly_Irregular
## 605 85 11475 Pave No_Alley_Access Regular
## 606 100 10004 Pave No_Alley_Access Regular
## 607 85 9350 Pave No_Alley_Access Regular
## 608 115 10500 Pave No_Alley_Access Slightly_Irregular
## 609 0 11000 Pave No_Alley_Access Slightly_Irregular
## 610 0 8970 Pave No_Alley_Access Slightly_Irregular
## 611 0 12095 Pave No_Alley_Access Slightly_Irregular
## 612 80 9600 Pave No_Alley_Access Regular
## 613 85 11475 Pave No_Alley_Access Regular
## 614 68 9768 Pave No_Alley_Access Regular
## 615 50 5330 Pave No_Alley_Access Regular
## 616 0 7015 Pave No_Alley_Access Slightly_Irregular
## 617 128 12160 Pave No_Alley_Access Regular
## 619 80 9600 Pave No_Alley_Access Regular
## 620 80 9600 Pave No_Alley_Access Regular
## 621 80 9600 Pave No_Alley_Access Regular
## 622 80 9600 Pave No_Alley_Access Regular
## 623 65 8944 Pave No_Alley_Access Regular
## 624 92 10573 Pave No_Alley_Access Slightly_Irregular
## 625 0 9500 Pave No_Alley_Access Slightly_Irregular
## 626 80 14695 Pave No_Alley_Access Slightly_Irregular
## 627 85 13600 Pave No_Alley_Access Regular
## 628 100 13000 Pave No_Alley_Access Regular
## 630 0 12513 Pave No_Alley_Access Slightly_Irregular
## 631 73 8760 Pave No_Alley_Access Regular
## 632 70 8400 Pave No_Alley_Access Regular
## 633 0 12285 Pave No_Alley_Access Slightly_Irregular
## 634 66 9240 Pave No_Alley_Access Slightly_Irregular
## 635 80 9600 Pave No_Alley_Access Regular
## 636 66 12400 Pave No_Alley_Access Slightly_Irregular
## 637 70 8750 Pave No_Alley_Access Regular
## 638 70 8750 Pave No_Alley_Access Regular
## 639 80 10400 Pave No_Alley_Access Regular
## 640 120 19296 Pave No_Alley_Access Regular
## 641 74 8532 Pave No_Alley_Access Regular
## 642 76 9482 Pave No_Alley_Access Regular
## 643 53 8128 Pave No_Alley_Access Slightly_Irregular
## 644 79 10634 Pave No_Alley_Access Regular
## 645 67 13070 Pave No_Alley_Access Regular
## 646 60 10434 Pave No_Alley_Access Regular
## 647 75 14559 Pave No_Alley_Access Regular
## 648 80 8480 Pave No_Alley_Access Regular
## 649 60 7626 Pave No_Alley_Access Regular
## 650 75 9533 Pave No_Alley_Access Regular
## 652 78 11419 Pave No_Alley_Access Regular
## 653 60 9600 Pave No_Alley_Access Regular
## 654 50 8000 Pave No_Alley_Access Regular
## 655 53 5470 Pave No_Alley_Access Regular
## 656 60 10410 Pave No_Alley_Access Regular
## 657 60 10800 Pave No_Alley_Access Regular
## 658 80 8146 Pave No_Alley_Access Regular
## 659 52 9022 Pave No_Alley_Access Regular
## 660 60 10230 Pave Gravel Regular
## 661 60 10410 Pave Gravel Regular
## 662 60 7200 Pave No_Alley_Access Regular
## 663 90 5400 Pave No_Alley_Access Regular
## 665 60 10800 Pave Gravel Regular
## 666 60 10800 Pave Gravel Regular
## 667 81 9671 Pave No_Alley_Access Regular
## 668 83 10143 Pave No_Alley_Access Regular
## 669 77 11500 Pave No_Alley_Access Slightly_Irregular
## 670 91 11643 Pave No_Alley_Access Regular
## 671 62 8010 Pave No_Alley_Access Regular
## 672 90 10454 Pave No_Alley_Access Slightly_Irregular
## 673 64 8712 Pave No_Alley_Access Slightly_Irregular
## 674 0 17600 Pave No_Alley_Access Slightly_Irregular
## 675 80 9000 Pave No_Alley_Access Slightly_Irregular
## 678 60 8064 Pave No_Alley_Access Regular
## 680 60 7200 Pave No_Alley_Access Regular
## 681 71 7350 Pave No_Alley_Access Regular
## 682 70 7560 Pave No_Alley_Access Regular
## 683 60 7200 Pave No_Alley_Access Regular
## 684 80 8000 Pave No_Alley_Access Regular
## 685 70 7931 Pave No_Alley_Access Regular
## 686 60 10800 Pave No_Alley_Access Regular
## 687 60 8064 Pave No_Alley_Access Regular
## 688 76 7570 Pave No_Alley_Access Regular
## 689 75 8604 Pave No_Alley_Access Slightly_Irregular
## 690 80 7936 Pave No_Alley_Access Regular
## 691 60 6600 Pave No_Alley_Access Regular
## 692 0 3950 Pave Gravel Regular
## 693 60 10440 Pave Gravel Regular
## 694 68 4080 Pave Gravel Regular
## 695 57 10307 Pave Gravel Regular
## 696 52 5720 Pave No_Alley_Access Regular
## 697 90 15660 Pave No_Alley_Access Regular
## 698 90 9900 Pave No_Alley_Access Regular
## 699 57 6406 Pave Gravel Regular
## 700 60 6600 Pave No_Alley_Access Regular
## 702 60 7596 Pave Gravel Regular
## 703 60 3378 Pave Gravel Regular
## 704 56 10134 Pave Gravel Regular
## 705 60 6000 Pave Paved Regular
## 706 50 6000 Pave No_Alley_Access Regular
## 707 50 6000 Pave No_Alley_Access Regular
## 709 50 5925 Pave No_Alley_Access Regular
## 711 50 5784 Pave No_Alley_Access Regular
## 712 60 8520 Pave No_Alley_Access Regular
## 713 33 4456 Pave No_Alley_Access Regular
## 714 60 9600 Pave No_Alley_Access Regular
## 715 50 3500 Pave Gravel Regular
## 717 65 11700 Pave Paved Slightly_Irregular
## 718 70 8400 Pave No_Alley_Access Regular
## 719 60 3600 Pave Gravel Regular
## 720 121 17671 Pave Gravel Regular
## 721 0 3300 Pave No_Alley_Access Regular
## 722 50 9000 Pave No_Alley_Access Regular
## 724 98 8820 Pave No_Alley_Access Regular
## 726 60 9720 Pave Gravel Regular
## 727 60 7879 Pave No_Alley_Access Regular
## 728 72 9392 Pave No_Alley_Access Regular
## 729 144 21384 Pave No_Alley_Access Regular
## 730 0 6615 Pave No_Alley_Access Regular
## 731 55 7264 Pave No_Alley_Access Regular
## 732 50 4960 Pave No_Alley_Access Regular
## 734 50 6000 Pave No_Alley_Access Regular
## 735 50 6000 Pave No_Alley_Access Regular
## 736 50 6000 Pave No_Alley_Access Regular
## 737 50 6000 Pave No_Alley_Access Regular
## 738 60 6000 Pave No_Alley_Access Regular
## 739 50 6000 Pave No_Alley_Access Regular
## 740 60 6911 Pave No_Alley_Access Regular
## 741 51 6120 Pave No_Alley_Access Regular
## 742 51 6120 Pave No_Alley_Access Regular
## 744 51 6120 Pave No_Alley_Access Regular
## 745 51 6120 Pave No_Alley_Access Regular
## 746 51 6120 Pave No_Alley_Access Regular
## 747 50 8635 Pave No_Alley_Access Regular
## 748 0 11888 Pave Paved Slightly_Irregular
## 749 60 11414 Pave No_Alley_Access Slightly_Irregular
## 750 57 8094 Pave Gravel Regular
## 751 50 2500 Pave Paved Regular
## 752 68 9928 Pave Gravel Regular
## 755 57 6876 Pave No_Alley_Access Regular
## 756 52 6240 Pave Gravel Regular
## 757 0 5775 Pave No_Alley_Access Moderately_Irregular
## 758 41 5852 Pave No_Alley_Access Irregular
## 759 60 5160 Pave No_Alley_Access Regular
## 760 86 5160 Pave Gravel Regular
## 761 60 10320 Pave Gravel Regular
## 762 50 4280 Pave No_Alley_Access Slightly_Irregular
## 763 60 10800 Pave No_Alley_Access Regular
## 764 60 10800 Pave No_Alley_Access Regular
## 765 0 10547 Pave No_Alley_Access Slightly_Irregular
## 767 54 6629 Pave No_Alley_Access Regular
## 769 70 12886 Pave No_Alley_Access Slightly_Irregular
## 770 80 8816 Pave No_Alley_Access Regular
## 771 70 11184 Pave No_Alley_Access Regular
## 772 75 11625 Pave No_Alley_Access Regular
## 773 65 7800 Pave No_Alley_Access Regular
## 774 0 8014 Pave No_Alley_Access Slightly_Irregular
## 775 0 7252 Pave No_Alley_Access Slightly_Irregular
## 776 74 8740 Pave No_Alley_Access Slightly_Irregular
## 777 0 11616 Pave No_Alley_Access Regular
## 778 88 15400 Pave No_Alley_Access Regular
## 779 88 15312 Pave No_Alley_Access Regular
## 780 0 15584 Pave No_Alley_Access Regular
## 782 0 11250 Pave No_Alley_Access Regular
## 783 65 25095 Pave No_Alley_Access Slightly_Irregular
## 784 0 17140 Pave No_Alley_Access Regular
## 785 0 12342 Pave No_Alley_Access Slightly_Irregular
## 786 0 10708 Pave No_Alley_Access Slightly_Irregular
## 787 0 13680 Pave No_Alley_Access Slightly_Irregular
## 788 0 15635 Pave No_Alley_Access Slightly_Irregular
## 789 73 9855 Pave No_Alley_Access Regular
## 790 68 9571 Pave No_Alley_Access Regular
## 792 50 9350 Pave No_Alley_Access Regular
## 793 50 9340 Pave No_Alley_Access Regular
## 794 62 7440 Pave No_Alley_Access Regular
## 795 0 11500 Pave No_Alley_Access Slightly_Irregular
## 796 42 4235 Pave No_Alley_Access Regular
## 797 60 11409 Pave No_Alley_Access Regular
## 798 60 9060 Pave No_Alley_Access Regular
## 800 74 10778 Pave No_Alley_Access Slightly_Irregular
## 801 66 19255 Pave No_Alley_Access Slightly_Irregular
## 802 79 12327 Pave No_Alley_Access Slightly_Irregular
## 803 90 14684 Pave No_Alley_Access Slightly_Irregular
## 804 75 9317 Pave No_Alley_Access Regular
## 805 85 10560 Pave No_Alley_Access Regular
## 806 80 9828 Pave No_Alley_Access Slightly_Irregular
## 807 120 26400 Pave No_Alley_Access Regular
## 808 64 7018 Pave No_Alley_Access Regular
## 809 64 7018 Pave No_Alley_Access Regular
## 810 64 7018 Pave No_Alley_Access Regular
## 811 64 7018 Pave No_Alley_Access Regular
## 812 64 7018 Pave No_Alley_Access Regular
## 813 64 7018 Pave No_Alley_Access Regular
## 814 64 7040 Pave No_Alley_Access Regular
## 815 64 7007 Pave No_Alley_Access Regular
## 816 0 11855 Pave No_Alley_Access Regular
## 817 0 7939 Pave No_Alley_Access Regular
## 818 0 7976 Pave No_Alley_Access Regular
## 819 84 10933 Pave No_Alley_Access Regular
## 820 79 10637 Pave No_Alley_Access Regular
## 821 61 10226 Pave No_Alley_Access Slightly_Irregular
## 822 65 10816 Pave No_Alley_Access Slightly_Irregular
## 823 71 9178 Pave No_Alley_Access Regular
## 824 68 10769 Pave No_Alley_Access Slightly_Irregular
## 825 77 11422 Pave No_Alley_Access Slightly_Irregular
## 826 122 11923 Pave No_Alley_Access Slightly_Irregular
## 827 68 8814 Pave No_Alley_Access Regular
## 828 64 6762 Pave No_Alley_Access Regular
## 829 95 10324 Pave No_Alley_Access Slightly_Irregular
## 830 64 7314 Pave No_Alley_Access Regular
## 831 78 11645 Pave No_Alley_Access Regular
## 832 79 11646 Pave No_Alley_Access Slightly_Irregular
## 833 0 12800 Pave No_Alley_Access Regular
## 834 0 16698 Pave No_Alley_Access Slightly_Irregular
## 835 0 28698 Pave No_Alley_Access Moderately_Irregular
## 836 82 12464 Pave No_Alley_Access Moderately_Irregular
## 837 65 9757 Pave No_Alley_Access Regular
## 838 65 15426 Pave No_Alley_Access Slightly_Irregular
## 840 65 14753 Pave No_Alley_Access Moderately_Irregular
## 841 112 10859 Pave No_Alley_Access Regular
## 842 60 8072 Pave No_Alley_Access Regular
## 843 80 10400 Pave No_Alley_Access Regular
## 844 78 10335 Pave No_Alley_Access Slightly_Irregular
## 845 68 9017 Pave No_Alley_Access Slightly_Irregular
## 846 70 8750 Pave No_Alley_Access Regular
## 847 68 8935 Pave No_Alley_Access Slightly_Irregular
## 848 67 9808 Pave No_Alley_Access Slightly_Irregular
## 849 79 12420 Pave No_Alley_Access Regular
## 850 67 16285 Pave No_Alley_Access Moderately_Irregular
## 851 65 10739 Pave No_Alley_Access Slightly_Irregular
## 852 75 11166 Pave No_Alley_Access Regular
## 853 60 8430 Pave No_Alley_Access Regular
## 854 0 16269 Pave No_Alley_Access Slightly_Irregular
## 855 76 6950 Pave No_Alley_Access Slightly_Irregular
## 856 61 8800 Pave No_Alley_Access Slightly_Irregular
## 857 0 7000 Pave No_Alley_Access Slightly_Irregular
## 858 0 9286 Pave No_Alley_Access Slightly_Irregular
## 859 36 15523 Pave No_Alley_Access Slightly_Irregular
## 860 60 7200 Pave No_Alley_Access Regular
## 861 60 7200 Pave No_Alley_Access Regular
## 862 70 8445 Pave No_Alley_Access Regular
## 863 90 11664 Pave No_Alley_Access Regular
## 864 0 12334 Pave No_Alley_Access Slightly_Irregular
## 865 0 11838 Pave No_Alley_Access Regular
## 866 0 11885 Pave No_Alley_Access Regular
## 867 0 11050 Pave No_Alley_Access Regular
## 868 70 8749 Pave No_Alley_Access Regular
## 869 0 11250 Pave No_Alley_Access Regular
## 870 90 15750 Pave No_Alley_Access Regular
## 871 73 11883 Pave No_Alley_Access Regular
## 872 0 12782 Pave No_Alley_Access Regular
## 873 70 8750 Pave No_Alley_Access Regular
## 874 0 9375 Pave No_Alley_Access Regular
## 875 70 8750 Pave No_Alley_Access Regular
## 876 70 9100 Pave No_Alley_Access Regular
## 877 75 9750 Pave No_Alley_Access Regular
## 878 0 4435 Pave No_Alley_Access Regular
## 879 0 4435 Pave No_Alley_Access Regular
## 880 85 10200 Pave No_Alley_Access Regular
## 881 65 9313 Pave No_Alley_Access Slightly_Irregular
## 882 63 8487 Pave No_Alley_Access Regular
## 883 64 8633 Pave No_Alley_Access Regular
## 884 85 11069 Pave No_Alley_Access Regular
## 885 67 8777 Pave No_Alley_Access Regular
## 886 75 9937 Pave No_Alley_Access Regular
## 887 67 8877 Pave No_Alley_Access Regular
## 888 64 7301 Pave No_Alley_Access Regular
## 889 75 7950 Pave No_Alley_Access Slightly_Irregular
## 890 80 10682 Pave No_Alley_Access Regular
## 891 72 7200 Pave No_Alley_Access Regular
## 892 86 13286 Pave No_Alley_Access Slightly_Irregular
## 894 50 9405 Pave No_Alley_Access Regular
## 895 64 6410 Pave No_Alley_Access Regular
## 896 70 11767 Pave No_Alley_Access Regular
## 898 56 4060 Pave No_Alley_Access Regular
## 900 65 10926 Pave No_Alley_Access Regular
## 901 70 11767 Pave No_Alley_Access Regular
## 902 0 8926 Pave No_Alley_Access Slightly_Irregular
## 904 45 8212 Pave Gravel Regular
## 905 60 10998 Pave Gravel Regular
## 906 70 6300 Pave Paved Regular
## 907 55 4500 Pave Paved Moderately_Irregular
## 908 60 8400 Pave No_Alley_Access Regular
## 909 60 9900 Pave No_Alley_Access Regular
## 911 43 5707 Pave No_Alley_Access Regular
## 912 65 7804 Pave No_Alley_Access Regular
## 913 64 8574 Pave No_Alley_Access Regular
## 914 51 6171 Pave No_Alley_Access Regular
## 915 60 7200 Pave No_Alley_Access Regular
## 917 52 6292 Pave No_Alley_Access Regular
## 918 53 7155 Pave No_Alley_Access Regular
## 919 53 10918 Pave No_Alley_Access Regular
## 920 60 13680 Pave No_Alley_Access Regular
## 921 0 7500 Pave No_Alley_Access Slightly_Irregular
## 922 130 9600 Pave No_Alley_Access Slightly_Irregular
## 923 80 14680 Pave Gravel Slightly_Irregular
## 924 80 13360 Pave Gravel Slightly_Irregular
## 925 54 7681 Pave No_Alley_Access Slightly_Irregular
## 926 0 8145 Pave No_Alley_Access Slightly_Irregular
## 927 70 9100 Pave No_Alley_Access Regular
## 928 75 12000 Pave No_Alley_Access Regular
## 929 90 13339 Pave No_Alley_Access Slightly_Irregular
## 931 80 14000 Pave No_Alley_Access Regular
## 932 100 17500 Pave No_Alley_Access Regular
## 933 24 1733 Pave No_Alley_Access Regular
## 934 24 1488 Pave No_Alley_Access Regular
## 935 24 1612 Pave No_Alley_Access Regular
## 936 24 1300 Pave No_Alley_Access Regular
## 937 0 13607 Pave No_Alley_Access Slightly_Irregular
## 938 0 17597 Pave No_Alley_Access Regular
## 939 0 21695 Pave No_Alley_Access Slightly_Irregular
## 940 59 10690 Pave No_Alley_Access Regular
## 941 50 8660 Pave No_Alley_Access Regular
## 942 60 6402 Pave No_Alley_Access Regular
## 945 44 3843 Pave No_Alley_Access Slightly_Irregular
## 947 75 10125 Pave No_Alley_Access Regular
## 948 48 12822 Pave No_Alley_Access Slightly_Irregular
## 949 43 12118 Pave No_Alley_Access Slightly_Irregular
## 950 71 12209 Pave No_Alley_Access Slightly_Irregular
## 951 75 9750 Pave No_Alley_Access Regular
## 952 72 9360 Pave No_Alley_Access Regular
## 953 75 10125 Pave No_Alley_Access Regular
## 954 0 9947 Pave No_Alley_Access Slightly_Irregular
## 955 82 11070 Pave No_Alley_Access Regular
## 957 150 215245 Pave No_Alley_Access Irregular
## 958 89 12898 Pave No_Alley_Access Slightly_Irregular
## 959 83 13159 Pave No_Alley_Access Slightly_Irregular
## 960 113 13438 Pave No_Alley_Access Slightly_Irregular
## 961 79 14463 Pave No_Alley_Access Slightly_Irregular
## 962 73 8925 Pave No_Alley_Access Slightly_Irregular
## 963 130 11457 Pave No_Alley_Access Slightly_Irregular
## 964 0 9839 Pave No_Alley_Access Slightly_Irregular
## 965 125 14419 Pave No_Alley_Access Slightly_Irregular
## 966 0 6853 Pave No_Alley_Access Slightly_Irregular
## 967 75 9157 Pave No_Alley_Access Slightly_Irregular
## 968 85 14601 Pave No_Alley_Access Regular
## 969 85 12633 Pave No_Alley_Access Slightly_Irregular
## 970 75 12518 Pave No_Alley_Access Slightly_Irregular
## 971 100 21750 Pave No_Alley_Access Regular
## 972 32 4500 Pave No_Alley_Access Regular
## 973 0 4500 Pave No_Alley_Access Regular
## 974 21 1596 Pave No_Alley_Access Regular
## 975 62 9858 Pave No_Alley_Access Regular
## 976 21 1526 Pave No_Alley_Access Regular
## 977 83 13383 Pave No_Alley_Access Slightly_Irregular
## 978 21 1477 Pave No_Alley_Access Regular
## 979 21 1533 Pave No_Alley_Access Regular
## 980 21 2217 Pave No_Alley_Access Regular
## 981 50 7689 Pave No_Alley_Access Slightly_Irregular
## 982 62 7706 Pave No_Alley_Access Regular
## 983 0 9101 Pave No_Alley_Access Slightly_Irregular
## 984 0 8780 Pave No_Alley_Access Slightly_Irregular
## 985 70 7669 Pave No_Alley_Access Regular
## 987 62 10429 Pave No_Alley_Access Regular
## 988 0 9819 Pave No_Alley_Access Slightly_Irregular
## 989 70 10457 Pave No_Alley_Access Slightly_Irregular
## 990 87 11029 Pave No_Alley_Access Slightly_Irregular
## 991 0 12925 Pave No_Alley_Access Slightly_Irregular
## 992 85 11075 Pave No_Alley_Access Regular
## 993 72 8702 Pave No_Alley_Access Slightly_Irregular
## 994 65 8139 Pave No_Alley_Access Regular
## 995 59 9535 Pave No_Alley_Access Slightly_Irregular
## 996 59 9042 Pave No_Alley_Access Slightly_Irregular
## 997 0 15038 Pave No_Alley_Access Moderately_Irregular
## 998 53 14137 Pave No_Alley_Access Slightly_Irregular
## 999 57 21872 Pave No_Alley_Access Moderately_Irregular
## 1000 41 4923 Pave No_Alley_Access Regular
## 1001 45 6264 Pave No_Alley_Access Slightly_Irregular
## 1002 41 5395 Pave No_Alley_Access Slightly_Irregular
## 1003 39 5070 Pave No_Alley_Access Slightly_Irregular
## 1004 100 10839 Pave No_Alley_Access Slightly_Irregular
## 1005 73 11184 Pave No_Alley_Access Slightly_Irregular
## 1006 0 8000 Pave No_Alley_Access Regular
## 1007 0 10832 Pave No_Alley_Access Slightly_Irregular
## 1008 0 14067 Pave No_Alley_Access Regular
## 1009 40 4671 Pave No_Alley_Access Slightly_Irregular
## 1010 65 5950 Pave No_Alley_Access Slightly_Irregular
## 1011 101 13543 Pave No_Alley_Access Slightly_Irregular
## 1012 77 11198 Pave No_Alley_Access Slightly_Irregular
## 1013 53 15401 Pave No_Alley_Access Slightly_Irregular
## 1016 0 47280 Pave No_Alley_Access Slightly_Irregular
## 1017 46 20544 Pave No_Alley_Access Slightly_Irregular
## 1018 63 12680 Pave No_Alley_Access Slightly_Irregular
## 1019 78 12090 Pave No_Alley_Access Slightly_Irregular
## 1020 0 10825 Pave No_Alley_Access Slightly_Irregular
## 1021 56 18559 Pave No_Alley_Access Slightly_Irregular
## 1022 85 14450 Pave No_Alley_Access Regular
## 1023 0 12227 Pave No_Alley_Access Slightly_Irregular
## 1024 90 13068 Pave No_Alley_Access Regular
## 1025 0 15611 Pave No_Alley_Access Slightly_Irregular
## 1026 80 10400 Pave No_Alley_Access Regular
## 1027 75 9743 Pave No_Alley_Access Regular
## 1029 104 11361 Pave No_Alley_Access Regular
## 1030 80 10400 Pave No_Alley_Access Regular
## 1031 80 10480 Pave No_Alley_Access Regular
## 1032 80 10000 Pave No_Alley_Access Regular
## 1033 0 14311 Pave No_Alley_Access Slightly_Irregular
## 1034 60 9000 Pave No_Alley_Access Regular
## 1035 65 9750 Pave No_Alley_Access Regular
## 1036 68 10295 Pave No_Alley_Access Regular
## 1037 63 7560 Pave No_Alley_Access Regular
## 1038 0 12735 Pave No_Alley_Access Slightly_Irregular
## 1039 34 4060 Pave No_Alley_Access Regular
## 1040 21 1680 Pave No_Alley_Access Regular
## 1041 21 1680 Pave No_Alley_Access Regular
## 1042 21 1890 Pave No_Alley_Access Regular
## 1043 21 1869 Pave No_Alley_Access Regular
## 1044 21 1680 Pave No_Alley_Access Regular
## 1045 21 1680 Pave No_Alley_Access Regular
## 1046 21 1680 Pave No_Alley_Access Regular
## 1047 53 4043 Pave No_Alley_Access Regular
## 1048 24 2308 Pave No_Alley_Access Regular
## 1049 24 2529 Pave No_Alley_Access Regular
## 1050 0 9477 Pave No_Alley_Access Regular
## 1051 96 12444 Pave No_Alley_Access Regular
## 1052 96 12474 Pave No_Alley_Access Regular
## 1054 67 14948 Pave No_Alley_Access Slightly_Irregular
## 1055 98 12704 Pave No_Alley_Access Regular
## 1056 107 13891 Pave No_Alley_Access Regular
## 1057 105 13693 Pave No_Alley_Access Regular
## 1058 104 14418 Pave No_Alley_Access Slightly_Irregular
## 1059 108 13418 Pave No_Alley_Access Regular
## 1060 96 12539 Pave No_Alley_Access Regular
## 1061 102 12151 Pave No_Alley_Access Slightly_Irregular
## 1062 74 8899 Pave No_Alley_Access Regular
## 1063 85 10574 Pave No_Alley_Access Slightly_Irregular
## 1065 110 13688 Pave No_Alley_Access Slightly_Irregular
## 1066 85 10625 Pave No_Alley_Access Regular
## 1067 92 10845 Pave No_Alley_Access Slightly_Irregular
## 1068 130 16900 Pave No_Alley_Access Regular
## 1069 112 16451 Pave No_Alley_Access Slightly_Irregular
## 1070 58 10110 Pave No_Alley_Access Slightly_Irregular
## 1071 65 8769 Pave No_Alley_Access Regular
## 1072 135 12304 Pave No_Alley_Access Irregular
## 1073 62 12677 Pave No_Alley_Access Slightly_Irregular
## 1074 63 8849 Pave No_Alley_Access Slightly_Irregular
## 1075 89 8232 Pave No_Alley_Access Slightly_Irregular
## 1076 48 6240 Pave No_Alley_Access Regular
## 1077 48 6240 Pave No_Alley_Access Regular
## 1078 36 2448 Pave No_Alley_Access Regular
## 1079 36 2448 Pave No_Alley_Access Regular
## 1080 59 8198 Pave No_Alley_Access Regular
## 1081 0 3940 Pave No_Alley_Access Regular
## 1082 0 3940 Pave No_Alley_Access Regular
## 1083 43 3182 Pave No_Alley_Access Regular
## 1084 43 3182 Pave No_Alley_Access Regular
## 1085 53 3710 Pave No_Alley_Access Regular
## 1086 80 9024 Pave No_Alley_Access Slightly_Irregular
## 1087 62 7415 Pave No_Alley_Access Slightly_Irregular
## 1088 59 9587 Pave No_Alley_Access Slightly_Irregular
## 1089 51 8029 Pave No_Alley_Access Slightly_Irregular
## 1090 0 8010 Pave No_Alley_Access Slightly_Irregular
## 1091 0 8396 Pave No_Alley_Access Slightly_Irregular
## 1092 55 7301 Pave No_Alley_Access Slightly_Irregular
## 1093 93 10261 Pave No_Alley_Access Slightly_Irregular
## 1094 71 8220 Pave No_Alley_Access Slightly_Irregular
## 1095 60 15384 Pave No_Alley_Access Slightly_Irregular
## 1096 0 7750 Pave No_Alley_Access Regular
## 1097 41 12460 Pave No_Alley_Access Slightly_Irregular
## 1098 77 8390 Pave No_Alley_Access Slightly_Irregular
## 1099 84 9660 Pave No_Alley_Access Regular
## 1100 80 9200 Pave No_Alley_Access Regular
## 1101 84 14260 Pave No_Alley_Access Slightly_Irregular
## 1102 0 11000 Pave No_Alley_Access Regular
## 1103 136 11675 Pave No_Alley_Access Slightly_Irregular
## 1104 97 10990 Pave No_Alley_Access Slightly_Irregular
## 1105 0 11929 Pave No_Alley_Access Slightly_Irregular
## 1106 91 10437 Pave No_Alley_Access Slightly_Irregular
## 1107 96 10542 Pave No_Alley_Access Regular
## 1109 81 10944 Pave No_Alley_Access Slightly_Irregular
## 1110 91 14303 Pave No_Alley_Access Slightly_Irregular
## 1111 92 11932 Pave No_Alley_Access Regular
## 1112 86 14598 Pave No_Alley_Access Slightly_Irregular
## 1113 75 11957 Pave No_Alley_Access Slightly_Irregular
## 1114 74 13253 Pave No_Alley_Access Slightly_Irregular
## 1115 75 14587 Pave No_Alley_Access Slightly_Irregular
## 1116 78 10206 Pave No_Alley_Access Regular
## 1117 91 12274 Pave No_Alley_Access Slightly_Irregular
## 1118 73 9801 Pave No_Alley_Access Regular
## 1119 80 9428 Pave No_Alley_Access Regular
## 1120 87 10037 Pave No_Alley_Access Regular
## 1121 72 8640 Pave No_Alley_Access Regular
## 1122 72 8640 Pave No_Alley_Access Regular
## 1123 95 11639 Pave No_Alley_Access Regular
## 1124 75 9803 Pave No_Alley_Access Regular
## 1125 75 9375 Pave No_Alley_Access Regular
## 1126 85 10625 Pave No_Alley_Access Regular
## 1127 85 10800 Pave No_Alley_Access Regular
## 1128 65 8125 Pave No_Alley_Access Regular
## 1129 85 10625 Pave No_Alley_Access Regular
## 1130 62 7500 Pave Paved Regular
## 1131 64 8791 Pave No_Alley_Access Slightly_Irregular
## 1132 63 7500 Pave No_Alley_Access Regular
## 1133 68 10110 Pave No_Alley_Access Regular
## 1134 67 12774 Pave No_Alley_Access Regular
## 1135 63 13072 Pave No_Alley_Access Regular
## 1136 66 13695 Pave No_Alley_Access Regular
## 1137 66 13695 Pave No_Alley_Access Regular
## 1138 65 8366 Pave No_Alley_Access Slightly_Irregular
## 1139 81 9260 Pave No_Alley_Access Regular
## 1140 65 8453 Pave No_Alley_Access Slightly_Irregular
## 1141 50 8480 Pave No_Alley_Access Slightly_Irregular
## 1142 65 8125 Pave No_Alley_Access Regular
## 1143 43 14565 Pave No_Alley_Access Moderately_Irregular
## 1144 65 8450 Pave No_Alley_Access Regular
## 1145 75 8285 Pave No_Alley_Access Regular
## 1146 0 7153 Pave No_Alley_Access Regular
## 1148 50 8012 Pave No_Alley_Access Regular
## 1149 55 7892 Pave No_Alley_Access Regular
## 1150 70 9100 Pave No_Alley_Access Regular
## 1151 0 12968 Pave No_Alley_Access Moderately_Irregular
## 1152 75 8100 Pave No_Alley_Access Regular
## 1153 65 8450 Pave No_Alley_Access Regular
## 1154 60 6360 Pave No_Alley_Access Regular
## 1155 65 6768 Pave No_Alley_Access Slightly_Irregular
## 1156 95 19508 Pave No_Alley_Access Regular
## 1157 70 10759 Pave No_Alley_Access Regular
## 1158 0 9205 Pave No_Alley_Access Slightly_Irregular
## 1159 105 11025 Pave No_Alley_Access Regular
## 1160 59 4282 Pave Paved Moderately_Irregular
## 1161 35 4017 Pave Paved Slightly_Irregular
## 1162 37 3435 Pave Paved Slightly_Irregular
## 1163 30 3180 Pave Paved Regular
## 1164 30 3180 Pave Paved Regular
## 1165 34 3604 Pave Paved Regular
## 1166 24 2280 Pave Paved Regular
## 1167 24 2280 Pave Paved Regular
## 1168 0 4765 Pave No_Alley_Access Slightly_Irregular
## 1169 0 4538 Pave No_Alley_Access Slightly_Irregular
## 1170 42 4385 Pave No_Alley_Access Slightly_Irregular
## 1171 35 4109 Pave No_Alley_Access Slightly_Irregular
## 1172 50 5119 Pave No_Alley_Access Slightly_Irregular
## 1173 24 2160 Pave Paved Regular
## 1174 24 2160 Pave Paved Regular
## 1175 79 10646 Pave No_Alley_Access Slightly_Irregular
## 1176 24 2645 Pave Paved Regular
## 1177 24 2645 Pave Paved Regular
## 1178 36 3951 Pave Paved Slightly_Irregular
## 1179 38 14963 Pave No_Alley_Access Moderately_Irregular
## 1180 22 11064 Pave No_Alley_Access Moderately_Irregular
## 1182 0 11120 Pave No_Alley_Access Slightly_Irregular
## 1183 0 24572 Pave No_Alley_Access Slightly_Irregular
## 1185 0 7500 Pave No_Alley_Access Regular
## 1186 80 10400 Pave No_Alley_Access Regular
## 1187 0 11104 Pave No_Alley_Access Slightly_Irregular
## 1188 85 11050 Pave No_Alley_Access Regular
## 1189 80 11040 Pave No_Alley_Access Regular
## 1190 0 15387 Pave No_Alley_Access Slightly_Irregular
## 1191 75 9750 Pave No_Alley_Access Regular
## 1192 90 10800 Pave No_Alley_Access Regular
## 1193 73 8814 Pave No_Alley_Access Regular
## 1194 72 8872 Pave No_Alley_Access Regular
## 1195 65 8125 Pave No_Alley_Access Regular
## 1196 72 11072 Pave No_Alley_Access Slightly_Irregular
## 1197 74 13101 Pave No_Alley_Access Slightly_Irregular
## 1198 87 9246 Pave No_Alley_Access Slightly_Irregular
## 1199 0 13355 Pave No_Alley_Access Slightly_Irregular
## 1200 0 8963 Pave No_Alley_Access Slightly_Irregular
## 1201 76 9120 Pave No_Alley_Access Regular
## 1202 0 9130 Pave No_Alley_Access Regular
## 1203 0 12122 Pave No_Alley_Access Slightly_Irregular
## 1204 0 9900 Pave No_Alley_Access Regular
## 1205 74 7785 Pave No_Alley_Access Slightly_Irregular
## 1206 77 8593 Pave No_Alley_Access Slightly_Irregular
## 1207 0 8475 Pave No_Alley_Access Slightly_Irregular
## 1208 80 8700 Pave No_Alley_Access Regular
## 1209 100 10175 Pave No_Alley_Access Slightly_Irregular
## 1210 82 9020 Pave No_Alley_Access Regular
## 1211 80 9200 Pave No_Alley_Access Regular
## 1212 75 8250 Pave No_Alley_Access Regular
## 1213 85 9350 Pave No_Alley_Access Regular
## 1215 90 9900 Pave No_Alley_Access Regular
## 1216 72 10007 Pave No_Alley_Access Slightly_Irregular
## 1217 80 10721 Pave No_Alley_Access Slightly_Irregular
## 1218 0 12493 Pave No_Alley_Access Slightly_Irregular
## 1219 0 11332 Pave No_Alley_Access Slightly_Irregular
## 1223 50 4882 Pave No_Alley_Access Slightly_Irregular
## 1224 80 9600 Pave No_Alley_Access Regular
## 1225 80 9600 Pave No_Alley_Access Regular
## 1226 80 9600 Pave No_Alley_Access Regular
## 1227 80 9600 Pave No_Alley_Access Regular
## 1228 63 7584 Pave No_Alley_Access Regular
## 1229 0 13700 Pave No_Alley_Access Slightly_Irregular
## 1230 80 10197 Pave No_Alley_Access Slightly_Irregular
## 1231 75 7875 Pave No_Alley_Access Regular
## 1232 80 8400 Pave No_Alley_Access Regular
## 1233 101 9150 Pave No_Alley_Access Slightly_Irregular
## 1234 90 14670 Pave No_Alley_Access Regular
## 1235 0 7390 Pave No_Alley_Access Slightly_Irregular
## 1236 71 9204 Pave No_Alley_Access Regular
## 1237 70 7763 Pave No_Alley_Access Regular
## 1238 74 8856 Pave No_Alley_Access Regular
## 1239 82 9840 Pave No_Alley_Access Regular
## 1240 76 9120 Pave No_Alley_Access Regular
## 1241 90 13200 Pave No_Alley_Access Slightly_Irregular
## 1242 72 9000 Pave No_Alley_Access Regular
## 1243 80 11900 Pave No_Alley_Access Slightly_Irregular
## 1244 75 9464 Pave No_Alley_Access Regular
## 1245 75 10425 Pave No_Alley_Access Regular
## 1246 60 11556 Pave No_Alley_Access Regular
## 1247 102 9373 Pave No_Alley_Access Slightly_Irregular
## 1248 0 12774 Pave No_Alley_Access Regular
## 1249 95 14250 Pave No_Alley_Access Regular
## 1250 60 7350 Pave No_Alley_Access Regular
## 1251 57 7677 Pave No_Alley_Access Regular
## 1253 80 8480 Pave No_Alley_Access Regular
## 1254 76 12436 Pave No_Alley_Access Regular
## 1255 60 10122 Pave No_Alley_Access Regular
## 1256 45 7506 Pave No_Alley_Access Regular
## 1257 60 10930 Pave Gravel Regular
## 1258 60 5400 Pave No_Alley_Access Regular
## 1259 60 10836 Pave Gravel Regular
## 1260 60 10800 Pave Gravel Regular
## 1261 70 9247 Pave No_Alley_Access Slightly_Irregular
## 1262 78 10180 Pave No_Alley_Access Slightly_Irregular
## 1264 0 10920 Pave No_Alley_Access Slightly_Irregular
## 1265 0 12929 Pave No_Alley_Access Slightly_Irregular
## 1266 313 27650 Pave No_Alley_Access Moderately_Irregular
## 1267 74 8892 Pave No_Alley_Access Regular
## 1268 60 7200 Pave No_Alley_Access Regular
## 1269 60 7200 Pave No_Alley_Access Regular
## 1270 70 7910 Pave No_Alley_Access Regular
## 1271 80 8000 Pave No_Alley_Access Regular
## 1272 80 8000 Pave No_Alley_Access Regular
## 1273 70 7931 Pave No_Alley_Access Regular
## 1274 60 8064 Pave No_Alley_Access Regular
## 1275 64 6390 Pave No_Alley_Access Regular
## 1276 59 7227 Pave No_Alley_Access Regular
## 1277 60 7200 Pave No_Alley_Access Regular
## 1278 113 8513 Pave No_Alley_Access Regular
## 1279 60 7200 Pave No_Alley_Access Regular
## 1280 60 7200 Pave No_Alley_Access Regular
## 1281 71 7056 Pave No_Alley_Access Regular
## 1282 80 9760 Pave No_Alley_Access Regular
## 1283 69 7590 Pave No_Alley_Access Regular
## 1284 56 9836 Pave Gravel Regular
## 1286 60 10440 Pave Gravel Regular
## 1287 57 9184 Pave Gravel Regular
## 1288 80 4800 Pave Gravel Regular
## 1289 60 10440 Pave Gravel Regular
## 1290 60 4800 Pave No_Alley_Access Regular
## 1291 60 6000 Pave No_Alley_Access Regular
## 1292 63 11426 Pave Gravel Regular
## 1293 63 11426 Pave No_Alley_Access Regular
## 1294 63 7628 Pave No_Alley_Access Regular
## 1295 81 7308 Pave No_Alley_Access Regular
## 1296 60 5400 Pave No_Alley_Access Regular
## 1298 60 6756 Pave No_Alley_Access Regular
## 1299 44 5914 Pave Gravel Regular
## 1300 50 6000 Pave No_Alley_Access Regular
## 1301 100 12000 Pave No_Alley_Access Regular
## 1302 75 9000 Pave No_Alley_Access Regular
## 1303 62 7311 Pave No_Alley_Access Regular
## 1304 50 6000 Pave No_Alley_Access Regular
## 1305 50 6000 Pave No_Alley_Access Regular
## 1309 100 12665 Pave Gravel Slightly_Irregular
## 1310 53 5350 Pave No_Alley_Access Regular
## 1311 34 4571 Pave Gravel Regular
## 1312 69 9143 Pave Gravel Regular
## 1315 60 6000 Pave Gravel Regular
## 1316 60 9600 Pave No_Alley_Access Regular
## 1317 60 10800 Pave Paved Regular
## 1318 35 6300 Pave Gravel Regular
## 1320 0 5700 Pave No_Alley_Access Regular
## 1323 60 10800 Pave No_Alley_Access Regular
## 1324 65 9750 Pave No_Alley_Access Regular
## 1325 81 12150 Pave Gravel Regular
## 1326 70 12702 Pave No_Alley_Access Regular
## 1327 52 8516 Pave No_Alley_Access Regular
## 1328 55 7111 Pave No_Alley_Access Slightly_Irregular
## 1331 0 7010 Pave No_Alley_Access Regular
## 1332 50 6130 Pave No_Alley_Access Regular
## 1333 50 5000 Pave No_Alley_Access Regular
## 1334 59 5870 Pave No_Alley_Access Regular
## 1335 50 6000 Pave No_Alley_Access Regular
## 1336 50 6000 Pave No_Alley_Access Regular
## 1337 50 6000 Pave No_Alley_Access Regular
## 1338 50 6000 Pave No_Alley_Access Regular
## Land_Contour Utilities Lot_Config Land_Slope
## 1 Lvl AllPub Corner Gtl
## 2 Lvl AllPub Inside Gtl
## 4 Lvl AllPub Corner Gtl
## 5 Lvl AllPub Inside Gtl
## 6 Lvl AllPub Inside Gtl
## 7 Lvl AllPub Inside Gtl
## 8 HLS AllPub Inside Gtl
## 9 Lvl AllPub Inside Gtl
## 10 Lvl AllPub Inside Gtl
## 11 Lvl AllPub Corner Gtl
## 12 Lvl AllPub Inside Gtl
## 13 Lvl AllPub Inside Gtl
## 14 Lvl AllPub Inside Gtl
## 15 Lvl AllPub Corner Gtl
## 16 HLS AllPub CulDSac Mod
## 19 Lvl AllPub Corner Gtl
## 20 Lvl AllPub Inside Gtl
## 21 Lvl AllPub Inside Gtl
## 22 Lvl AllPub Inside Gtl
## 23 Lvl AllPub Inside Gtl
## 24 Lvl AllPub CulDSac Gtl
## 25 Lvl AllPub CulDSac Gtl
## 26 Lvl AllPub Inside Gtl
## 27 Lvl AllPub Corner Gtl
## 29 Lvl AllPub FR2 Gtl
## 30 Lvl AllPub Inside Gtl
## 31 Lvl AllPub Inside Gtl
## 32 Lvl AllPub Inside Gtl
## 33 Lvl AllPub Inside Gtl
## 34 Lvl AllPub FR2 Gtl
## 35 Lvl AllPub FR2 Gtl
## 36 Lvl AllPub Inside Gtl
## 37 Lvl AllPub Inside Gtl
## 38 Lvl AllPub Inside Gtl
## 39 Lvl AllPub Inside Gtl
## 40 Lvl AllPub Corner Gtl
## 41 Lvl AllPub Corner Gtl
## 42 Lvl AllPub Inside Gtl
## 43 Lvl AllPub Inside Gtl
## 44 Lvl AllPub Inside Gtl
## 45 Lvl AllPub Inside Gtl
## 46 Lvl AllPub Inside Gtl
## 47 HLS AllPub Inside Mod
## 48 Lvl AllPub Corner Gtl
## 49 Lvl AllPub Inside Gtl
## 50 Lvl AllPub Inside Gtl
## 51 Lvl AllPub Inside Gtl
## 52 Lvl AllPub Corner Gtl
## 53 Lvl AllPub Inside Gtl
## 54 Lvl AllPub Inside Gtl
## 55 Lvl AllPub Inside Gtl
## 56 Lvl AllPub Inside Gtl
## 57 Lvl AllPub Inside Gtl
## 58 Lvl AllPub Inside Gtl
## 59 Lvl AllPub CulDSac Gtl
## 60 Lvl AllPub Corner Gtl
## 61 Lvl AllPub CulDSac Gtl
## 62 Lvl AllPub Inside Gtl
## 63 Lvl AllPub Corner Gtl
## 64 Lvl AllPub CulDSac Gtl
## 65 Lvl AllPub CulDSac Gtl
## 66 Lvl AllPub CulDSac Gtl
## 67 Lvl AllPub Inside Gtl
## 68 Lvl AllPub Inside Gtl
## 70 Lvl AllPub Inside Gtl
## 71 Lvl AllPub Corner Gtl
## 72 Lvl AllPub Corner Gtl
## 73 Lvl AllPub Inside Gtl
## 74 Lvl AllPub Inside Gtl
## 75 Lvl AllPub Inside Gtl
## 76 Lvl AllPub Inside Gtl
## 77 Lvl AllPub Inside Gtl
## 78 Lvl AllPub Inside Gtl
## 79 Lvl AllPub Inside Gtl
## 81 Lvl AllPub Corner Gtl
## 82 Lvl AllPub Inside Gtl
## 83 Lvl AllPub Corner Gtl
## 84 Lvl AllPub Inside Gtl
## 85 Lvl AllPub Inside Gtl
## 86 Lvl AllPub Inside Gtl
## 87 Lvl AllPub Inside Gtl
## 88 Lvl AllPub Corner Gtl
## 89 Lvl AllPub Corner Gtl
## 91 Lvl AllPub Inside Gtl
## 92 Lvl AllPub Inside Gtl
## 93 Lvl AllPub Inside Gtl
## 94 Lvl AllPub CulDSac Gtl
## 95 Lvl AllPub Inside Gtl
## 96 Lvl AllPub Inside Gtl
## 97 Lvl AllPub Inside Gtl
## 98 Lvl AllPub Inside Gtl
## 99 Lvl AllPub Inside Gtl
## 100 Lvl AllPub Inside Gtl
## 101 Lvl AllPub Inside Gtl
## 102 Lvl AllPub Corner Gtl
## 103 Lvl AllPub FR2 Gtl
## 104 Lvl AllPub FR2 Gtl
## 106 Lvl AllPub Inside Gtl
## 109 Lvl AllPub CulDSac Gtl
## 110 Lvl AllPub Inside Gtl
## 111 Lvl AllPub Inside Gtl
## 112 Lvl AllPub Inside Gtl
## 113 Lvl AllPub Inside Gtl
## 114 Lvl AllPub Inside Gtl
## 115 Lvl AllPub Inside Gtl
## 116 Lvl AllPub Inside Gtl
## 117 Lvl AllPub Inside Gtl
## 118 Lvl AllPub Inside Gtl
## 119 Lvl AllPub Inside Gtl
## 120 Lvl AllPub Inside Gtl
## 121 Lvl AllPub Corner Gtl
## 122 Lvl AllPub Inside Gtl
## 123 Lvl AllPub Inside Gtl
## 124 Lvl AllPub Corner Gtl
## 125 Lvl AllPub Inside Gtl
## 127 Lvl AllPub Inside Gtl
## 128 Lvl AllPub Inside Gtl
## 129 Lvl AllPub Corner Gtl
## 130 Lvl AllPub Inside Gtl
## 132 Lvl AllPub Inside Gtl
## 133 Lvl AllPub Inside Gtl
## 134 Lvl AllPub Inside Gtl
## 135 Lvl AllPub Inside Gtl
## 136 Lvl AllPub Corner Gtl
## 137 Lvl AllPub Inside Gtl
## 138 Lvl AllPub Corner Gtl
## 139 Lvl AllPub Corner Gtl
## 140 Lvl AllPub Inside Gtl
## 141 Lvl AllPub Inside Gtl
## 142 Lvl AllPub Inside Gtl
## 143 Lvl AllPub Inside Gtl
## 144 Lvl AllPub Inside Gtl
## 145 Lvl AllPub Inside Gtl
## 146 Lvl AllPub Inside Gtl
## 147 Lvl AllPub Inside Gtl
## 148 Lvl AllPub Inside Gtl
## 149 Lvl AllPub Inside Gtl
## 150 Lvl AllPub Inside Gtl
## 151 Lvl AllPub Corner Gtl
## 152 Lvl AllPub Inside Gtl
## 153 Lvl AllPub Inside Gtl
## 154 Lvl AllPub Corner Gtl
## 155 Lvl AllPub Inside Gtl
## 156 Lvl AllPub Inside Gtl
## 157 Lvl AllPub Inside Gtl
## 158 Lvl AllPub Inside Gtl
## 159 Lvl AllPub Inside Gtl
## 160 Lvl AllPub Corner Gtl
## 162 Lvl AllPub Inside Gtl
## 163 Lvl AllPub Inside Gtl
## 164 Lvl AllPub Corner Gtl
## 165 Lvl AllPub Corner Gtl
## 166 Lvl AllPub Corner Gtl
## 167 Lvl AllPub Corner Gtl
## 168 Lvl AllPub Inside Mod
## 169 Lvl AllPub Inside Gtl
## 170 Lvl AllPub Corner Gtl
## 171 Lvl AllPub Corner Gtl
## 172 Lvl AllPub Inside Gtl
## 173 Lvl AllPub Inside Gtl
## 174 Bnk AllPub Inside Mod
## 175 Lvl AllPub Corner Gtl
## 176 Lvl AllPub Corner Gtl
## 177 Lvl AllPub Corner Gtl
## 178 Lvl AllPub Corner Gtl
## 179 Lvl AllPub Corner Gtl
## 180 Lvl AllPub Inside Gtl
## 181 Lvl AllPub Inside Gtl
## 183 Lvl AllPub Inside Gtl
## 184 Lvl AllPub Corner Gtl
## 185 Lvl AllPub Inside Gtl
## 186 Lvl AllPub Inside Gtl
## 188 Lvl AllPub Inside Gtl
## 189 Lvl AllPub Inside Gtl
## 190 Lvl AllPub Inside Gtl
## 191 Lvl AllPub Inside Gtl
## 192 Lvl AllPub Corner Gtl
## 193 Bnk AllPub Corner Gtl
## 194 Lvl AllPub Inside Gtl
## 195 Lvl AllPub Inside Gtl
## 196 Lvl AllPub Inside Gtl
## 197 Lvl AllPub Corner Gtl
## 198 Lvl AllPub Inside Gtl
## 199 Lvl AllPub Inside Gtl
## 200 Lvl AllPub Inside Gtl
## 201 Lvl AllPub Inside Gtl
## 202 Bnk AllPub Inside Gtl
## 203 Lvl AllPub Inside Gtl
## 204 Lvl AllPub Inside Gtl
## 205 Lvl AllPub Inside Gtl
## 208 Lvl AllPub Inside Gtl
## 209 Lvl AllPub Inside Gtl
## 210 Lvl AllPub Inside Gtl
## 212 Lvl AllPub Inside Gtl
## 213 Bnk AllPub Inside Mod
## 215 Lvl AllPub Corner Gtl
## 216 Lvl AllPub Inside Gtl
## 217 Lvl AllPub Inside Gtl
## 218 Lvl AllPub Inside Gtl
## 219 Lvl AllPub Inside Gtl
## 220 Lvl AllPub Inside Gtl
## 221 Lvl AllPub FR2 Gtl
## 222 Lvl AllPub Inside Gtl
## 223 Lvl AllPub Inside Gtl
## 224 Lvl AllPub Corner Gtl
## 225 Lvl AllPub Inside Gtl
## 226 Lvl AllPub Inside Gtl
## 227 Lvl AllPub Inside Gtl
## 228 Lvl AllPub CulDSac Gtl
## 229 Lvl AllPub Inside Mod
## 230 Low AllPub Inside Mod
## 231 Lvl AllPub Corner Gtl
## 232 Lvl AllPub Inside Gtl
## 234 Low AllPub CulDSac Mod
## 235 Lvl AllPub Inside Gtl
## 236 Lvl AllPub Corner Gtl
## 237 Lvl AllPub Inside Gtl
## 238 Lvl AllPub Inside Gtl
## 239 Bnk AllPub Inside Gtl
## 240 Lvl AllPub Inside Gtl
## 241 Lvl AllPub Corner Gtl
## 243 Lvl AllPub CulDSac Gtl
## 244 Low AllPub Inside Gtl
## 245 Lvl AllPub Inside Gtl
## 246 Low AllPub Inside Mod
## 247 Lvl AllPub CulDSac Gtl
## 248 Lvl AllPub Inside Gtl
## 249 Lvl AllPub Inside Gtl
## 250 Lvl AllPub Corner Gtl
## 251 Lvl AllPub Inside Gtl
## 252 Lvl AllPub Corner Gtl
## 253 Lvl AllPub Inside Gtl
## 254 Lvl AllPub Corner Gtl
## 255 Lvl AllPub Inside Gtl
## 256 Lvl AllPub Inside Gtl
## 257 Lvl AllPub Corner Gtl
## 258 Lvl AllPub Inside Gtl
## 259 Lvl AllPub Inside Gtl
## 260 Lvl AllPub FR2 Gtl
## 261 Lvl AllPub FR2 Gtl
## 262 Lvl AllPub Corner Gtl
## 263 Lvl AllPub Inside Gtl
## 264 Lvl AllPub Inside Gtl
## 265 Lvl AllPub Inside Gtl
## 266 Lvl AllPub CulDSac Gtl
## 267 Lvl AllPub Inside Gtl
## 268 Lvl AllPub CulDSac Gtl
## 269 Lvl AllPub Inside Gtl
## 270 Lvl AllPub Inside Gtl
## 271 Lvl AllPub FR2 Gtl
## 272 Lvl AllPub Inside Gtl
## 273 Lvl AllPub FR2 Gtl
## 274 Lvl AllPub Inside Mod
## 277 Low AllPub CulDSac Gtl
## 278 Lvl AllPub Inside Gtl
## 279 Lvl AllPub Inside Gtl
## 280 Lvl AllPub Inside Gtl
## 281 HLS AllPub Inside Gtl
## 282 Lvl AllPub Corner Gtl
## 283 Lvl AllPub Inside Gtl
## 285 Lvl AllPub Inside Mod
## 286 Bnk AllPub Inside Gtl
## 287 Bnk AllPub Corner Gtl
## 288 Lvl AllPub Inside Gtl
## 289 Lvl AllPub Inside Gtl
## 290 Lvl AllPub Corner Gtl
## 293 Lvl AllPub Inside Gtl
## 294 Lvl AllPub Inside Gtl
## 295 Lvl AllPub Inside Gtl
## 296 Lvl AllPub Inside Gtl
## 297 Lvl AllPub Inside Gtl
## 298 Lvl AllPub FR2 Gtl
## 299 HLS AllPub Inside Mod
## 300 HLS AllPub Inside Mod
## 301 Lvl AllPub Inside Gtl
## 302 Lvl AllPub Inside Gtl
## 304 HLS AllPub Inside Gtl
## 305 Lvl AllPub Inside Gtl
## 306 HLS AllPub Inside Mod
## 307 Bnk AllPub Inside Mod
## 308 Lvl AllPub Corner Gtl
## 309 HLS AllPub Corner Mod
## 310 Lvl AllPub Inside Gtl
## 311 Lvl AllPub Inside Gtl
## 312 Lvl AllPub Inside Gtl
## 313 Lvl AllPub Inside Gtl
## 314 Lvl AllPub Inside Gtl
## 315 Bnk AllPub Inside Sev
## 316 Lvl AllPub Corner Gtl
## 317 Lvl AllPub Inside Gtl
## 318 Lvl AllPub Inside Gtl
## 319 Lvl AllPub Corner Gtl
## 320 Lvl AllPub Corner Gtl
## 321 Lvl AllPub Inside Gtl
## 322 HLS AllPub Inside Gtl
## 323 Bnk AllPub Inside Gtl
## 324 Lvl AllPub Inside Gtl
## 325 Low AllPub Corner Gtl
## 326 Lvl AllPub Inside Gtl
## 327 Lvl AllPub Inside Gtl
## 328 Low AllPub Inside Mod
## 329 Lvl AllPub Inside Gtl
## 330 Lvl AllPub Inside Gtl
## 331 Lvl AllPub Inside Gtl
## 332 Lvl AllPub Inside Gtl
## 333 Lvl AllPub Inside Gtl
## 334 Lvl AllPub Inside Gtl
## 335 Lvl AllPub CulDSac Gtl
## 336 Lvl AllPub Inside Gtl
## 338 Lvl AllPub Inside Gtl
## 339 Lvl AllPub Inside Mod
## 340 Lvl AllPub Inside Mod
## 341 Lvl AllPub Inside Gtl
## 342 Lvl AllPub Inside Gtl
## 343 Lvl AllPub Inside Gtl
## 344 Lvl AllPub Inside Gtl
## 345 Lvl AllPub Corner Gtl
## 346 Lvl AllPub Inside Gtl
## 347 Lvl AllPub Inside Gtl
## 348 HLS AllPub CulDSac Gtl
## 349 Lvl AllPub Inside Gtl
## 350 Lvl AllPub CulDSac Gtl
## 351 Lvl AllPub Inside Gtl
## 352 Lvl AllPub Corner Gtl
## 353 Lvl AllPub Corner Gtl
## 354 Lvl AllPub Inside Gtl
## 355 Lvl AllPub Corner Gtl
## 356 Lvl AllPub Inside Gtl
## 357 Lvl AllPub Inside Gtl
## 358 Lvl AllPub Corner Gtl
## 359 Lvl AllPub Inside Gtl
## 360 Lvl AllPub Inside Gtl
## 361 Lvl AllPub Corner Gtl
## 362 Lvl AllPub Inside Gtl
## 363 Lvl AllPub Inside Gtl
## 364 Lvl AllPub CulDSac Gtl
## 365 Lvl AllPub Corner Gtl
## 366 Lvl AllPub CulDSac Gtl
## 367 Lvl AllPub CulDSac Gtl
## 368 Lvl AllPub Inside Gtl
## 369 Low AllPub Inside Mod
## 370 Lvl AllPub Inside Gtl
## 371 Lvl AllPub Corner Gtl
## 372 Lvl AllPub CulDSac Gtl
## 373 Lvl AllPub Inside Gtl
## 374 Lvl AllPub FR2 Gtl
## 376 Lvl AllPub Inside Gtl
## 377 Lvl AllPub Inside Gtl
## 378 Lvl AllPub Inside Gtl
## 379 Lvl AllPub Inside Gtl
## 381 Lvl AllPub Inside Gtl
## 382 Lvl AllPub Inside Gtl
## 383 Lvl AllPub CulDSac Gtl
## 384 Lvl AllPub Inside Gtl
## 385 Lvl AllPub Inside Gtl
## 387 Lvl AllPub Corner Gtl
## 388 Lvl AllPub CulDSac Gtl
## 389 Lvl AllPub Inside Gtl
## 390 Lvl AllPub Corner Gtl
## 391 Lvl AllPub Inside Gtl
## 392 Lvl AllPub Corner Gtl
## 393 Lvl AllPub FR2 Gtl
## 394 Lvl AllPub Inside Gtl
## 395 Lvl AllPub Inside Gtl
## 396 Lvl AllPub Inside Gtl
## 397 Lvl AllPub Inside Gtl
## 398 Lvl AllPub Inside Gtl
## 399 Lvl AllPub Inside Gtl
## 400 Lvl AllPub Inside Gtl
## 401 Lvl AllPub FR2 Gtl
## 402 Lvl AllPub FR2 Gtl
## 403 Lvl AllPub Inside Gtl
## 404 Lvl AllPub Inside Gtl
## 405 Lvl AllPub Inside Gtl
## 406 Lvl AllPub Inside Gtl
## 407 Lvl AllPub Inside Gtl
## 408 Lvl AllPub Inside Gtl
## 409 Lvl AllPub Inside Gtl
## 410 Lvl AllPub FR2 Gtl
## 411 Lvl AllPub FR2 Gtl
## 412 Lvl AllPub FR2 Gtl
## 413 Lvl AllPub Inside Gtl
## 414 Lvl AllPub Inside Gtl
## 415 Lvl AllPub Inside Gtl
## 416 Lvl AllPub Inside Gtl
## 417 Lvl AllPub Inside Gtl
## 418 Lvl AllPub Inside Gtl
## 419 Lvl AllPub Inside Gtl
## 420 Lvl AllPub Inside Gtl
## 421 Lvl AllPub FR2 Gtl
## 422 Lvl AllPub Inside Gtl
## 423 Lvl AllPub Inside Gtl
## 424 Lvl AllPub Inside Gtl
## 425 Lvl AllPub Corner Gtl
## 426 Lvl AllPub Corner Gtl
## 427 Lvl AllPub Inside Gtl
## 428 Lvl AllPub Inside Gtl
## 429 Lvl AllPub Inside Gtl
## 430 Lvl AllPub Inside Gtl
## 431 Lvl AllPub Inside Gtl
## 434 Lvl AllPub Inside Gtl
## 435 Lvl AllPub Inside Gtl
## 436 Lvl AllPub FR3 Gtl
## 437 Lvl AllPub CulDSac Gtl
## 438 Lvl AllPub Inside Gtl
## 440 Lvl AllPub Inside Gtl
## 441 Lvl AllPub Inside Gtl
## 442 Lvl AllPub Corner Gtl
## 443 Lvl AllPub Inside Gtl
## 444 Lvl AllPub Inside Gtl
## 445 Lvl AllPub Inside Gtl
## 446 Lvl AllPub Corner Gtl
## 447 Lvl AllPub Inside Gtl
## 448 Lvl AllPub Inside Gtl
## 449 Lvl AllPub Corner Gtl
## 450 Lvl AllPub Inside Gtl
## 451 Lvl AllPub Inside Gtl
## 452 Lvl AllPub Inside Gtl
## 453 Lvl AllPub Inside Gtl
## 454 Lvl AllPub Inside Gtl
## 455 Lvl AllPub Inside Gtl
## 456 Lvl AllPub Inside Gtl
## 457 HLS AllPub Inside Mod
## 458 Lvl AllPub Corner Gtl
## 459 Lvl AllPub Inside Gtl
## 460 Lvl AllPub Inside Gtl
## 461 Lvl AllPub Corner Gtl
## 462 Lvl AllPub Inside Gtl
## 463 Lvl AllPub Inside Gtl
## 464 Lvl AllPub Inside Gtl
## 465 Lvl AllPub Inside Gtl
## 466 Lvl AllPub Inside Gtl
## 467 Lvl AllPub Inside Gtl
## 468 Lvl AllPub Inside Gtl
## 469 Lvl AllPub Inside Gtl
## 470 Lvl AllPub Inside Gtl
## 471 Lvl AllPub Inside Gtl
## 472 Lvl AllPub Inside Gtl
## 473 Lvl AllPub Inside Gtl
## 474 Lvl AllPub Inside Gtl
## 475 Lvl AllPub Inside Gtl
## 477 Lvl AllPub Inside Gtl
## 478 Lvl AllPub Inside Gtl
## 479 Lvl AllPub Inside Gtl
## 480 Lvl AllPub Inside Gtl
## 481 Lvl AllPub Inside Gtl
## 482 Lvl AllPub Inside Gtl
## 484 Lvl AllPub Inside Gtl
## 485 Lvl AllPub Corner Gtl
## 486 Lvl AllPub Corner Gtl
## 487 Lvl AllPub Inside Gtl
## 488 Lvl AllPub Inside Gtl
## 489 Lvl AllPub Inside Gtl
## 490 Lvl AllPub Inside Gtl
## 492 Lvl AllPub CulDSac Gtl
## 494 Lvl AllPub Inside Gtl
## 495 Lvl AllPub Inside Gtl
## 496 Lvl AllPub Inside Gtl
## 497 Lvl AllPub Inside Gtl
## 498 Lvl AllPub Inside Gtl
## 499 Lvl AllPub Corner Gtl
## 500 Lvl AllPub Inside Gtl
## 501 Lvl AllPub CulDSac Gtl
## 502 Low AllPub Inside Mod
## 503 Lvl AllPub Inside Gtl
## 504 Lvl AllPub Inside Gtl
## 505 Lvl AllPub CulDSac Gtl
## 506 Lvl AllPub FR2 Gtl
## 507 Lvl AllPub Inside Gtl
## 508 Lvl AllPub Inside Gtl
## 509 Lvl AllPub Inside Gtl
## 510 Lvl AllPub Inside Gtl
## 511 Lvl AllPub Inside Gtl
## 512 Lvl AllPub Inside Gtl
## 513 Lvl AllPub Inside Gtl
## 515 Lvl AllPub Inside Gtl
## 516 Lvl AllPub Inside Gtl
## 517 Lvl AllPub Inside Gtl
## 518 Lvl AllPub Inside Gtl
## 519 Lvl AllPub Inside Gtl
## 520 Lvl AllPub Inside Gtl
## 521 Lvl AllPub Inside Gtl
## 522 Lvl AllPub Inside Gtl
## 523 Lvl AllPub Inside Gtl
## 524 Lvl AllPub Inside Gtl
## 525 Lvl AllPub Inside Gtl
## 526 Lvl AllPub Inside Gtl
## 527 Lvl AllPub Inside Gtl
## 528 Lvl AllPub Corner Gtl
## 529 Lvl AllPub Inside Gtl
## 530 Lvl AllPub Inside Gtl
## 531 Lvl AllPub Inside Gtl
## 532 Lvl AllPub Inside Gtl
## 533 Lvl AllPub Inside Gtl
## 534 Lvl AllPub Corner Gtl
## 535 Lvl AllPub Inside Gtl
## 536 Lvl AllPub Inside Gtl
## 537 Lvl AllPub Corner Gtl
## 538 Lvl AllPub Inside Gtl
## 539 Lvl AllPub Inside Gtl
## 540 Lvl AllPub Inside Gtl
## 541 Lvl AllPub Inside Gtl
## 542 Lvl AllPub Inside Gtl
## 543 Lvl AllPub Inside Gtl
## 544 Lvl AllPub CulDSac Gtl
## 545 Lvl AllPub Corner Gtl
## 546 Lvl AllPub Inside Gtl
## 547 Lvl AllPub Inside Gtl
## 548 Lvl AllPub Corner Gtl
## 549 Lvl AllPub Inside Gtl
## 550 Lvl AllPub Inside Gtl
## 551 Lvl AllPub CulDSac Gtl
## 552 Lvl AllPub Inside Gtl
## 553 Lvl AllPub Inside Gtl
## 554 Lvl AllPub Corner Gtl
## 555 Lvl AllPub Inside Gtl
## 556 Lvl AllPub Inside Gtl
## 557 Lvl AllPub Corner Gtl
## 558 Lvl AllPub Inside Gtl
## 560 Lvl AllPub Inside Gtl
## 561 Lvl AllPub Corner Gtl
## 562 Lvl AllPub Inside Gtl
## 563 Lvl AllPub Inside Gtl
## 564 Low AllPub Inside Gtl
## 565 Lvl AllPub Inside Gtl
## 566 Lvl AllPub Inside Gtl
## 567 Lvl AllPub Corner Gtl
## 568 Lvl AllPub Inside Gtl
## 569 Lvl AllPub Inside Gtl
## 570 Lvl AllPub Inside Gtl
## 571 Lvl AllPub Inside Gtl
## 572 Lvl AllPub Inside Gtl
## 573 Lvl AllPub FR2 Gtl
## 574 Lvl AllPub Inside Gtl
## 575 Lvl AllPub Inside Gtl
## 577 Lvl AllPub Inside Gtl
## 578 Low AllPub FR2 Mod
## 579 Lvl AllPub Corner Gtl
## 580 Lvl AllPub Inside Gtl
## 581 Lvl AllPub Inside Gtl
## 582 Lvl AllPub Inside Gtl
## 583 Lvl AllPub Corner Gtl
## 584 Lvl AllPub CulDSac Gtl
## 585 Lvl AllPub CulDSac Gtl
## 586 Lvl AllPub Inside Gtl
## 587 Lvl AllPub CulDSac Gtl
## 588 Lvl AllPub Inside Gtl
## 589 Lvl AllPub Inside Gtl
## 590 Lvl AllPub Inside Gtl
## 591 Lvl AllPub Inside Gtl
## 592 Lvl AllPub Inside Gtl
## 593 Lvl AllPub Inside Gtl
## 594 Lvl AllPub Inside Gtl
## 595 Lvl AllPub Inside Gtl
## 596 Lvl AllPub Inside Gtl
## 597 Lvl AllPub Inside Gtl
## 598 Lvl AllPub Inside Gtl
## 599 Lvl AllPub Inside Gtl
## 600 Lvl AllPub Inside Gtl
## 601 Lvl AllPub Inside Gtl
## 603 Lvl AllPub Corner Gtl
## 604 Lvl AllPub Corner Gtl
## 605 Lvl AllPub Corner Gtl
## 606 Lvl AllPub Inside Gtl
## 607 Lvl AllPub Inside Gtl
## 608 Lvl AllPub Inside Gtl
## 609 Lvl AllPub CulDSac Gtl
## 610 Lvl AllPub Corner Gtl
## 611 Lvl AllPub Corner Gtl
## 612 Lvl AllPub Corner Gtl
## 613 Lvl AllPub Corner Gtl
## 614 Lvl AllPub Inside Gtl
## 615 HLS AllPub Inside Gtl
## 616 Bnk AllPub Corner Gtl
## 617 Lvl AllPub Inside Gtl
## 619 Lvl AllPub Inside Gtl
## 620 Lvl AllPub Inside Gtl
## 621 Lvl AllPub Inside Gtl
## 622 Lvl AllPub Inside Gtl
## 623 Lvl AllPub Inside Gtl
## 624 Lvl AllPub Corner Gtl
## 625 Lvl AllPub Inside Gtl
## 626 Lvl AllPub Inside Gtl
## 627 Lvl AllPub Inside Gtl
## 628 Lvl AllPub Corner Gtl
## 630 Lvl AllPub FR2 Gtl
## 631 Lvl AllPub Inside Gtl
## 632 Lvl AllPub Inside Gtl
## 633 Lvl AllPub Inside Gtl
## 634 Lvl AllPub Inside Gtl
## 635 Lvl AllPub Inside Gtl
## 636 Lvl AllPub Inside Gtl
## 637 Lvl AllPub Inside Gtl
## 638 Lvl AllPub Inside Gtl
## 639 Lvl AllPub Corner Gtl
## 640 Lvl AllPub Corner Gtl
## 641 Lvl AllPub Inside Gtl
## 642 Lvl AllPub Inside Gtl
## 643 Lvl AllPub CulDSac Gtl
## 644 Lvl AllPub Inside Gtl
## 645 Lvl AllPub Corner Gtl
## 646 Lvl AllPub Inside Gtl
## 647 Lvl AllPub Inside Gtl
## 648 Lvl AllPub Corner Gtl
## 649 Lvl AllPub Inside Gtl
## 650 Lvl AllPub Inside Gtl
## 652 Lvl AllPub Corner Gtl
## 653 Lvl AllPub Inside Gtl
## 654 Lvl AllPub Inside Gtl
## 655 Lvl AllPub Inside Gtl
## 656 Lvl AllPub Inside Gtl
## 657 Lvl AllPub Inside Gtl
## 658 Lvl AllPub Corner Gtl
## 659 Lvl AllPub Inside Gtl
## 660 Lvl AllPub Inside Gtl
## 661 Lvl AllPub Inside Gtl
## 662 Lvl AllPub Corner Gtl
## 663 Lvl AllPub Inside Gtl
## 665 Lvl AllPub Inside Gtl
## 666 Lvl AllPub Corner Gtl
## 667 Lvl AllPub Corner Gtl
## 668 Lvl AllPub Inside Gtl
## 669 Lvl AllPub Inside Gtl
## 670 Lvl AllPub Inside Gtl
## 671 Lvl AllPub Inside Gtl
## 672 Lvl AllPub Corner Gtl
## 673 Lvl AllPub Inside Gtl
## 674 Lvl AllPub Inside Gtl
## 675 HLS AllPub Inside Mod
## 678 Lvl AllPub Inside Gtl
## 680 Lvl AllPub Inside Gtl
## 681 Lvl AllPub Inside Gtl
## 682 Lvl AllPub Inside Gtl
## 683 Lvl AllPub Corner Gtl
## 684 Lvl AllPub Inside Gtl
## 685 Lvl AllPub Inside Gtl
## 686 Lvl AllPub Inside Gtl
## 687 Lvl AllPub Corner Gtl
## 688 Lvl AllPub Corner Gtl
## 689 Lvl AllPub Inside Gtl
## 690 Lvl AllPub Inside Gtl
## 691 Lvl AllPub Inside Gtl
## 692 Bnk AllPub Inside Gtl
## 693 Lvl AllPub Corner Gtl
## 694 Lvl AllPub Inside Gtl
## 695 Lvl AllPub Inside Gtl
## 696 Lvl AllPub Inside Gtl
## 697 Lvl AllPub Inside Gtl
## 698 Lvl AllPub Corner Gtl
## 699 Lvl AllPub Inside Gtl
## 700 Lvl AllPub Corner Gtl
## 702 Lvl AllPub Inside Gtl
## 703 HLS AllPub Inside Gtl
## 704 Lvl AllPub Inside Gtl
## 705 Bnk AllPub Inside Mod
## 706 Lvl AllPub Inside Gtl
## 707 Lvl AllPub Inside Gtl
## 709 Lvl AllPub Corner Gtl
## 711 Lvl AllPub Inside Gtl
## 712 Lvl AllPub Inside Gtl
## 713 Lvl AllPub Inside Gtl
## 714 Lvl AllPub Inside Gtl
## 715 Lvl AllPub Inside Gtl
## 717 Lvl AllPub Corner Gtl
## 718 Lvl AllPub Corner Gtl
## 719 Lvl AllPub Inside Gtl
## 720 Lvl AllPub Corner Gtl
## 721 Lvl AllPub Inside Gtl
## 722 Lvl AllPub Inside Gtl
## 724 Lvl AllPub Corner Gtl
## 726 Lvl AllPub Inside Gtl
## 727 Lvl AllPub Inside Gtl
## 728 Lvl AllPub Corner Gtl
## 729 Lvl AllPub Inside Gtl
## 730 Lvl AllPub Inside Gtl
## 731 Lvl AllPub Inside Gtl
## 732 Lvl AllPub Inside Gtl
## 734 Lvl AllPub Inside Gtl
## 735 Lvl AllPub Inside Gtl
## 736 Lvl AllPub Corner Gtl
## 737 Lvl AllPub Inside Gtl
## 738 Lvl AllPub Corner Gtl
## 739 Lvl AllPub Inside Gtl
## 740 Lvl AllPub FR2 Gtl
## 741 Lvl AllPub Corner Gtl
## 742 Lvl AllPub Inside Gtl
## 744 Lvl AllPub Corner Gtl
## 745 Lvl AllPub Inside Gtl
## 746 Lvl AllPub Inside Gtl
## 747 Lvl AllPub Inside Gtl
## 748 Bnk AllPub Inside Gtl
## 749 Lvl AllPub Corner Gtl
## 750 Lvl AllPub Inside Gtl
## 751 Lvl AllPub Corner Gtl
## 752 Lvl AllPub Inside Gtl
## 755 Lvl AllPub Inside Gtl
## 756 Lvl AllPub Inside Gtl
## 757 Bnk AllPub Corner Mod
## 758 Bnk AllPub Corner Gtl
## 759 Lvl AllPub Corner Gtl
## 760 Lvl AllPub Inside Gtl
## 761 Bnk AllPub Inside Gtl
## 762 Lvl AllPub Inside Gtl
## 763 Lvl AllPub Inside Gtl
## 764 Lvl AllPub Inside Gtl
## 765 Lvl AllPub Inside Gtl
## 767 Lvl AllPub Inside Gtl
## 769 Lvl AllPub Inside Gtl
## 770 Lvl AllPub Corner Gtl
## 771 Lvl AllPub Inside Gtl
## 772 Lvl AllPub Inside Gtl
## 773 Lvl AllPub Inside Gtl
## 774 Lvl AllPub CulDSac Gtl
## 775 Lvl AllPub CulDSac Gtl
## 776 Lvl AllPub Inside Gtl
## 777 Lvl AllPub Inside Gtl
## 778 Lvl AllPub Inside Gtl
## 779 Lvl AllPub Inside Gtl
## 780 Lvl AllPub Inside Gtl
## 782 Lvl AllPub Inside Gtl
## 783 Low AllPub Inside Sev
## 784 Lvl AllPub Inside Gtl
## 785 Lvl AllPub Inside Gtl
## 786 Lvl AllPub Inside Gtl
## 787 Lvl AllPub CulDSac Gtl
## 788 Lvl AllPub CulDSac Gtl
## 789 Lvl AllPub Corner Gtl
## 790 Lvl AllPub Inside Gtl
## 792 Bnk AllPub Inside Gtl
## 793 Lvl AllPub Inside Gtl
## 794 Lvl AllPub Inside Gtl
## 795 Lvl AllPub CulDSac Gtl
## 796 Lvl AllPub Inside Gtl
## 797 Lvl AllPub Inside Gtl
## 798 Lvl AllPub Inside Gtl
## 800 Lvl AllPub Inside Gtl
## 801 Lvl AllPub Inside Gtl
## 802 Low AllPub Inside Mod
## 803 Lvl AllPub CulDSac Gtl
## 804 Lvl AllPub Inside Gtl
## 805 Lvl AllPub Corner Gtl
## 806 Lvl AllPub Inside Gtl
## 807 Bnk AllPub FR2 Gtl
## 808 Bnk AllPub Inside Gtl
## 809 Bnk AllPub Inside Gtl
## 810 Lvl AllPub Inside Gtl
## 811 Bnk AllPub Inside Gtl
## 812 Bnk AllPub Inside Gtl
## 813 Lvl AllPub Inside Gtl
## 814 Lvl AllPub Inside Gtl
## 815 Bnk AllPub Inside Gtl
## 816 Lvl AllPub Inside Gtl
## 817 Lvl AllPub Inside Gtl
## 818 Lvl AllPub Inside Gtl
## 819 Lvl AllPub Inside Gtl
## 820 Lvl AllPub Inside Gtl
## 821 Lvl AllPub Inside Gtl
## 822 Lvl AllPub Inside Gtl
## 823 Lvl AllPub Inside Gtl
## 824 Lvl AllPub Inside Gtl
## 825 Lvl AllPub Inside Gtl
## 826 Lvl AllPub Corner Gtl
## 827 Lvl AllPub Inside Gtl
## 828 Lvl AllPub Inside Gtl
## 829 Lvl AllPub Corner Gtl
## 830 Lvl AllPub Inside Gtl
## 831 Lvl AllPub Inside Gtl
## 832 Lvl AllPub Inside Gtl
## 833 Low AllPub Inside Mod
## 834 HLS AllPub CulDSac Mod
## 835 Low AllPub CulDSac Sev
## 836 Low AllPub Corner Mod
## 837 Low AllPub Inside Mod
## 838 Lvl AllPub Inside Gtl
## 840 Low AllPub Inside Gtl
## 841 Lvl AllPub Corner Gtl
## 842 Lvl AllPub Inside Gtl
## 843 Lvl AllPub Corner Gtl
## 844 Lvl AllPub Inside Gtl
## 845 Lvl AllPub Inside Gtl
## 846 Lvl AllPub Inside Gtl
## 847 Lvl AllPub Inside Gtl
## 848 Lvl AllPub Inside Gtl
## 849 Lvl AllPub Inside Gtl
## 850 Lvl AllPub Inside Gtl
## 851 Lvl AllPub Inside Gtl
## 852 Lvl AllPub Inside Gtl
## 853 HLS AllPub Inside Mod
## 854 Lvl AllPub CulDSac Gtl
## 855 Lvl AllPub Inside Gtl
## 856 Lvl AllPub Inside Gtl
## 857 Lvl AllPub CulDSac Gtl
## 858 Lvl AllPub CulDSac Mod
## 859 Lvl AllPub CulDSac Gtl
## 860 Low AllPub Inside Gtl
## 861 Lvl AllPub Inside Gtl
## 862 Lvl AllPub Corner Gtl
## 863 Lvl AllPub Corner Gtl
## 864 Lvl AllPub Inside Gtl
## 865 Lvl AllPub Inside Gtl
## 866 Lvl AllPub Inside Gtl
## 867 Lvl AllPub Inside Gtl
## 868 Lvl AllPub Inside Gtl
## 869 Lvl AllPub Corner Gtl
## 870 Lvl AllPub FR3 Gtl
## 871 Lvl AllPub Inside Gtl
## 872 Lvl AllPub Inside Gtl
## 873 Lvl AllPub Inside Gtl
## 874 Lvl AllPub Inside Gtl
## 875 Lvl AllPub Inside Gtl
## 876 Lvl AllPub Inside Gtl
## 877 Lvl AllPub Inside Gtl
## 878 Lvl AllPub Inside Gtl
## 879 Lvl AllPub Inside Gtl
## 880 Lvl AllPub Inside Gtl
## 881 Lvl AllPub Inside Gtl
## 882 Lvl AllPub FR2 Gtl
## 883 Lvl AllPub FR2 Gtl
## 884 Lvl AllPub Corner Gtl
## 885 Lvl AllPub Inside Gtl
## 886 Lvl AllPub Corner Gtl
## 887 Lvl AllPub Inside Mod
## 888 Lvl AllPub Corner Gtl
## 889 Bnk AllPub Corner Gtl
## 890 Lvl AllPub Inside Gtl
## 891 Lvl AllPub Inside Gtl
## 892 Lvl AllPub Inside Gtl
## 894 Lvl AllPub Inside Gtl
## 895 HLS AllPub Inside Mod
## 896 Lvl AllPub Inside Gtl
## 898 Lvl AllPub Corner Gtl
## 900 Lvl AllPub Inside Gtl
## 901 Lvl AllPub Inside Gtl
## 902 Lvl AllPub Corner Gtl
## 904 Lvl AllPub Inside Gtl
## 905 Lvl AllPub Inside Gtl
## 906 Lvl AllPub Corner Gtl
## 907 Bnk AllPub Inside Gtl
## 908 Bnk AllPub Inside Gtl
## 909 Lvl AllPub Inside Gtl
## 911 Bnk AllPub Inside Gtl
## 912 Lvl AllPub Inside Gtl
## 913 Lvl AllPub Inside Gtl
## 914 Lvl AllPub Inside Gtl
## 915 Lvl AllPub Inside Gtl
## 917 Lvl AllPub Inside Gtl
## 918 Lvl AllPub Inside Gtl
## 919 Lvl AllPub Inside Gtl
## 920 HLS AllPub Inside Mod
## 921 Bnk AllPub Inside Gtl
## 922 HLS AllPub Inside Gtl
## 923 HLS AllPub Inside Gtl
## 924 HLS AllPub Inside Gtl
## 925 Lvl AllPub FR2 Gtl
## 926 HLS AllPub Corner Gtl
## 927 Lvl AllPub Inside Gtl
## 928 Bnk AllPub Inside Gtl
## 929 Lvl AllPub Inside Gtl
## 931 Lvl AllPub Inside Gtl
## 932 Bnk AllPub Corner Mod
## 933 Lvl AllPub Inside Gtl
## 934 Lvl AllPub Inside Gtl
## 935 Lvl AllPub Inside Gtl
## 936 Lvl AllPub Inside Gtl
## 937 Lvl AllPub Inside Gtl
## 938 Bnk AllPub Inside Gtl
## 939 Lvl AllPub Corner Gtl
## 940 Lvl AllPub Inside Gtl
## 941 Bnk AllPub Inside Gtl
## 942 Lvl AllPub Corner Gtl
## 945 HLS AllPub Inside Mod
## 947 Lvl AllPub Inside Gtl
## 948 Lvl AllPub CulDSac Gtl
## 949 Lvl AllPub CulDSac Gtl
## 950 Lvl AllPub CulDSac Gtl
## 951 Lvl AllPub Inside Gtl
## 952 Bnk AllPub Inside Gtl
## 953 Lvl AllPub Inside Gtl
## 954 Lvl AllPub CulDSac Gtl
## 955 Lvl AllPub Inside Gtl
## 957 Low AllPub Inside Sev
## 958 HLS AllPub Inside Gtl
## 959 HLS AllPub Corner Gtl
## 960 HLS AllPub Corner Gtl
## 961 HLS AllPub Corner Gtl
## 962 HLS AllPub Inside Gtl
## 963 Lvl AllPub Corner Gtl
## 964 Lvl AllPub CulDSac Gtl
## 965 Lvl AllPub Corner Gtl
## 966 Lvl AllPub Inside Gtl
## 967 Lvl AllPub Corner Gtl
## 968 Lvl AllPub Inside Gtl
## 969 HLS AllPub Inside Gtl
## 970 Lvl AllPub Inside Gtl
## 971 Lvl AllPub Inside Gtl
## 972 Lvl AllPub FR2 Gtl
## 973 Lvl AllPub FR2 Gtl
## 974 Lvl AllPub Inside Gtl
## 975 Lvl AllPub Inside Gtl
## 976 Lvl AllPub Inside Gtl
## 977 Lvl AllPub Inside Mod
## 978 Lvl AllPub Inside Gtl
## 979 Lvl AllPub Inside Gtl
## 980 Lvl AllPub Inside Gtl
## 981 Lvl AllPub Inside Gtl
## 982 Lvl AllPub Inside Gtl
## 983 Lvl AllPub Corner Gtl
## 984 Lvl AllPub Corner Gtl
## 985 Lvl AllPub Inside Gtl
## 987 Lvl AllPub Inside Gtl
## 988 Lvl AllPub Inside Mod
## 989 Lvl AllPub Inside Mod
## 990 Lvl AllPub Corner Gtl
## 991 Lvl AllPub Corner Gtl
## 992 Lvl AllPub Inside Gtl
## 993 Lvl AllPub Inside Gtl
## 994 Lvl AllPub Inside Gtl
## 995 Lvl AllPub Inside Gtl
## 996 Lvl AllPub Inside Gtl
## 997 Lvl AllPub Corner Gtl
## 998 Lvl AllPub Inside Gtl
## 999 HLS AllPub FR2 Gtl
## 1000 Lvl AllPub Inside Gtl
## 1001 Lvl AllPub Corner Gtl
## 1002 HLS AllPub Inside Gtl
## 1003 HLS AllPub Inside Gtl
## 1004 Lvl AllPub Corner Gtl
## 1005 Lvl AllPub Corner Gtl
## 1006 Lvl AllPub Inside Gtl
## 1007 Lvl AllPub Corner Gtl
## 1008 Lvl AllPub FR3 Gtl
## 1009 HLS AllPub Inside Gtl
## 1010 HLS AllPub Inside Mod
## 1011 HLS AllPub Corner Gtl
## 1012 Lvl AllPub Inside Gtl
## 1013 HLS AllPub CulDSac Gtl
## 1016 Lvl AllPub Inside Gtl
## 1017 Lvl AllPub CulDSac Gtl
## 1018 Lvl AllPub Inside Gtl
## 1019 Lvl AllPub Inside Gtl
## 1020 Lvl AllPub Inside Gtl
## 1021 Lvl AllPub CulDSac Gtl
## 1022 Lvl AllPub Inside Gtl
## 1023 Lvl AllPub Corner Gtl
## 1024 Lvl AllPub Corner Gtl
## 1025 Lvl AllPub Corner Gtl
## 1026 Lvl AllPub Inside Gtl
## 1027 Lvl AllPub Inside Gtl
## 1029 Lvl AllPub Inside Gtl
## 1030 Lvl AllPub Inside Gtl
## 1031 Lvl AllPub Inside Gtl
## 1032 Lvl AllPub Inside Gtl
## 1033 Lvl AllPub FR3 Gtl
## 1034 Lvl AllPub FR2 Gtl
## 1035 Lvl AllPub FR2 Gtl
## 1036 Lvl AllPub FR2 Gtl
## 1037 Lvl AllPub Inside Gtl
## 1038 Lvl AllPub FR2 Gtl
## 1039 Lvl AllPub Inside Gtl
## 1040 Lvl AllPub Inside Gtl
## 1041 Lvl AllPub Inside Gtl
## 1042 Lvl AllPub Inside Gtl
## 1043 Lvl AllPub Inside Gtl
## 1044 Lvl AllPub Inside Gtl
## 1045 Lvl AllPub Inside Gtl
## 1046 Lvl AllPub Inside Gtl
## 1047 Lvl AllPub Inside Gtl
## 1048 Lvl AllPub FR2 Gtl
## 1049 Lvl AllPub Inside Gtl
## 1050 Lvl AllPub Corner Gtl
## 1051 Lvl AllPub FR2 Gtl
## 1052 Lvl AllPub Inside Gtl
## 1054 Lvl AllPub Inside Gtl
## 1055 Lvl AllPub Inside Gtl
## 1056 Lvl AllPub Inside Gtl
## 1057 Lvl AllPub Inside Gtl
## 1058 Lvl AllPub Inside Gtl
## 1059 Lvl AllPub Inside Gtl
## 1060 Lvl AllPub Inside Gtl
## 1061 Lvl AllPub Inside Gtl
## 1062 Lvl AllPub Inside Gtl
## 1063 Lvl AllPub Inside Gtl
## 1065 Lvl AllPub Inside Gtl
## 1066 Lvl AllPub Inside Gtl
## 1067 Lvl AllPub Corner Gtl
## 1068 Lvl AllPub Inside Gtl
## 1069 Lvl AllPub Corner Gtl
## 1070 Lvl AllPub Inside Gtl
## 1071 Lvl AllPub Corner Gtl
## 1072 Lvl AllPub Corner Gtl
## 1073 Lvl AllPub Inside Gtl
## 1074 Lvl AllPub Inside Gtl
## 1075 Lvl AllPub Inside Gtl
## 1076 Lvl AllPub Inside Gtl
## 1077 Lvl AllPub Inside Gtl
## 1078 Lvl AllPub Inside Gtl
## 1079 Lvl AllPub Inside Gtl
## 1080 Lvl AllPub FR3 Gtl
## 1081 Lvl AllPub Inside Gtl
## 1082 Lvl AllPub Inside Gtl
## 1083 Lvl AllPub Inside Gtl
## 1084 Lvl AllPub Inside Gtl
## 1085 Lvl AllPub Inside Gtl
## 1086 Lvl AllPub Inside Gtl
## 1087 Lvl AllPub Inside Gtl
## 1088 Lvl AllPub Inside Gtl
## 1089 Lvl AllPub Inside Gtl
## 1090 Lvl AllPub Inside Gtl
## 1091 Lvl AllPub Inside Gtl
## 1092 Lvl AllPub Inside Gtl
## 1093 Lvl AllPub Inside Gtl
## 1094 Lvl AllPub Inside Gtl
## 1095 Lvl AllPub Inside Gtl
## 1096 Lvl AllPub Inside Gtl
## 1097 Lvl AllPub FR2 Gtl
## 1098 Lvl AllPub Inside Gtl
## 1099 Lvl AllPub Inside Gtl
## 1100 Lvl AllPub Inside Gtl
## 1101 Lvl AllPub FR2 Gtl
## 1102 Lvl AllPub FR2 Gtl
## 1103 Lvl AllPub Inside Gtl
## 1104 Lvl AllPub CulDSac Gtl
## 1105 Lvl AllPub CulDSac Gtl
## 1106 Lvl AllPub Inside Gtl
## 1107 Lvl AllPub Inside Gtl
## 1109 Lvl AllPub Inside Gtl
## 1110 Lvl AllPub Corner Gtl
## 1111 Lvl AllPub FR2 Gtl
## 1112 Lvl AllPub CulDSac Gtl
## 1113 Lvl AllPub Inside Gtl
## 1114 Lvl AllPub Inside Gtl
## 1115 Lvl AllPub Inside Gtl
## 1116 Lvl AllPub Inside Gtl
## 1117 Lvl AllPub FR2 Gtl
## 1118 Lvl AllPub Inside Gtl
## 1119 Lvl AllPub Inside Gtl
## 1120 Lvl AllPub Corner Gtl
## 1121 Lvl AllPub Inside Gtl
## 1122 Lvl AllPub Inside Gtl
## 1123 Lvl AllPub Corner Gtl
## 1124 Lvl AllPub Inside Gtl
## 1125 Lvl AllPub Inside Gtl
## 1126 Lvl AllPub Inside Gtl
## 1127 Lvl AllPub Inside Gtl
## 1128 Lvl AllPub Inside Gtl
## 1129 Lvl AllPub Inside Gtl
## 1130 Lvl AllPub Inside Gtl
## 1131 Lvl AllPub Inside Gtl
## 1132 Lvl AllPub Inside Gtl
## 1133 Lvl AllPub Inside Gtl
## 1134 Lvl AllPub FR2 Gtl
## 1135 Lvl AllPub Inside Gtl
## 1136 Lvl AllPub Inside Gtl
## 1137 Lvl AllPub Inside Gtl
## 1138 Lvl AllPub Inside Gtl
## 1139 Lvl AllPub Corner Gtl
## 1140 Lvl AllPub Inside Gtl
## 1141 Lvl AllPub Inside Gtl
## 1142 Lvl AllPub Inside Gtl
## 1143 Lvl AllPub CulDSac Gtl
## 1144 Lvl AllPub Inside Gtl
## 1145 Lvl AllPub Corner Gtl
## 1146 Lvl AllPub Inside Gtl
## 1148 Lvl AllPub Inside Gtl
## 1149 Lvl AllPub Inside Gtl
## 1150 Lvl AllPub Inside Gtl
## 1151 Lvl AllPub Inside Gtl
## 1152 Lvl AllPub Inside Gtl
## 1153 Lvl AllPub Inside Gtl
## 1154 Lvl AllPub Inside Gtl
## 1155 Lvl AllPub Inside Gtl
## 1156 Lvl AllPub Inside Gtl
## 1157 Lvl AllPub Corner Gtl
## 1158 Lvl AllPub Inside Gtl
## 1159 Lvl AllPub Inside Gtl
## 1160 Lvl AllPub Inside Gtl
## 1161 Lvl AllPub Inside Gtl
## 1162 Lvl AllPub Corner Gtl
## 1163 Lvl AllPub Inside Gtl
## 1164 Lvl AllPub Inside Gtl
## 1165 Lvl AllPub Corner Gtl
## 1166 Lvl AllPub Inside Gtl
## 1167 Lvl AllPub Inside Gtl
## 1168 Lvl AllPub Inside Gtl
## 1169 Lvl AllPub Inside Gtl
## 1170 Lvl AllPub Inside Gtl
## 1171 Lvl AllPub Inside Gtl
## 1172 Lvl AllPub CulDSac Gtl
## 1173 Lvl AllPub Inside Gtl
## 1174 Lvl AllPub Inside Gtl
## 1175 Lvl AllPub Corner Gtl
## 1176 Lvl AllPub Inside Gtl
## 1177 Lvl AllPub Inside Gtl
## 1178 Lvl AllPub Inside Gtl
## 1179 Lvl AllPub Inside Gtl
## 1180 Lvl AllPub CulDSac Gtl
## 1182 Lvl AllPub CulDSac Gtl
## 1183 Lvl AllPub CulDSac Gtl
## 1185 Lvl AllPub Inside Gtl
## 1186 Lvl AllPub Inside Gtl
## 1187 Lvl AllPub Inside Gtl
## 1188 Lvl AllPub Inside Gtl
## 1189 Lvl AllPub Inside Gtl
## 1190 Lvl AllPub CulDSac Gtl
## 1191 Lvl AllPub Inside Gtl
## 1192 Lvl AllPub Inside Gtl
## 1193 Lvl AllPub Inside Gtl
## 1194 Lvl AllPub Corner Gtl
## 1195 Lvl AllPub Inside Gtl
## 1196 Lvl AllPub Inside Gtl
## 1197 Lvl AllPub Inside Gtl
## 1198 Lvl AllPub Inside Gtl
## 1199 Lvl AllPub Inside Gtl
## 1200 Lvl AllPub Inside Gtl
## 1201 Lvl AllPub Inside Gtl
## 1202 Lvl AllPub Inside Gtl
## 1203 Lvl AllPub Corner Gtl
## 1204 Lvl AllPub Inside Gtl
## 1205 Lvl AllPub Inside Gtl
## 1206 Lvl AllPub Inside Gtl
## 1207 Lvl AllPub Inside Gtl
## 1208 Lvl AllPub Inside Gtl
## 1209 Lvl AllPub Inside Gtl
## 1210 Lvl AllPub Inside Gtl
## 1211 Lvl AllPub Inside Gtl
## 1212 Lvl AllPub Inside Gtl
## 1213 Lvl AllPub Inside Gtl
## 1215 Lvl AllPub Corner Gtl
## 1216 Lvl AllPub Inside Gtl
## 1217 Lvl AllPub Inside Gtl
## 1218 Lvl AllPub Inside Gtl
## 1219 Lvl AllPub Corner Gtl
## 1223 Bnk AllPub Inside Mod
## 1224 Lvl AllPub Inside Gtl
## 1225 Lvl AllPub Inside Gtl
## 1226 Lvl AllPub Inside Gtl
## 1227 Lvl AllPub Inside Gtl
## 1228 Lvl AllPub Inside Gtl
## 1229 Lvl AllPub Inside Gtl
## 1230 Lvl AllPub Inside Gtl
## 1231 Lvl AllPub Inside Gtl
## 1232 Lvl AllPub Inside Gtl
## 1233 Lvl AllPub Corner Gtl
## 1234 Lvl AllPub Inside Gtl
## 1235 Lvl AllPub Inside Gtl
## 1236 Lvl AllPub Inside Gtl
## 1237 Lvl AllPub Inside Gtl
## 1238 Lvl AllPub Inside Gtl
## 1239 Lvl AllPub Inside Gtl
## 1240 Lvl AllPub Inside Gtl
## 1241 Lvl AllPub Inside Gtl
## 1242 Lvl AllPub Inside Gtl
## 1243 Lvl AllPub Corner Gtl
## 1244 Lvl AllPub Corner Gtl
## 1245 Lvl AllPub Inside Gtl
## 1246 Lvl AllPub Inside Gtl
## 1247 Lvl AllPub Corner Gtl
## 1248 Lvl AllPub Inside Sev
## 1249 Lvl AllPub Inside Gtl
## 1250 Lvl AllPub Corner Gtl
## 1251 Lvl AllPub Inside Gtl
## 1253 Lvl AllPub Inside Gtl
## 1254 Lvl AllPub Inside Gtl
## 1255 Lvl AllPub Inside Gtl
## 1256 Lvl AllPub Corner Gtl
## 1257 Bnk AllPub Inside Gtl
## 1258 Lvl AllPub Corner Gtl
## 1259 Lvl AllPub Inside Gtl
## 1260 Lvl AllPub Inside Gtl
## 1261 Lvl AllPub Inside Gtl
## 1262 Lvl AllPub Corner Gtl
## 1264 Lvl AllPub Corner Gtl
## 1265 Lvl AllPub Inside Gtl
## 1266 HLS AllPub Inside Mod
## 1267 Lvl AllPub Corner Gtl
## 1268 Lvl AllPub Inside Gtl
## 1269 Lvl AllPub Inside Gtl
## 1270 Lvl AllPub Inside Gtl
## 1271 Lvl AllPub Inside Gtl
## 1272 Lvl AllPub Inside Gtl
## 1273 Lvl AllPub Inside Gtl
## 1274 Lvl AllPub Inside Gtl
## 1275 Lvl AllPub Corner Gtl
## 1276 HLS AllPub Corner Mod
## 1277 Lvl AllPub Inside Gtl
## 1278 Lvl AllPub Corner Gtl
## 1279 Lvl AllPub Inside Gtl
## 1280 Lvl AllPub Inside Gtl
## 1281 Lvl AllPub Inside Gtl
## 1282 Lvl AllPub Inside Mod
## 1283 Lvl AllPub Inside Gtl
## 1284 Bnk AllPub Inside Gtl
## 1286 Lvl AllPub Inside Gtl
## 1287 Lvl AllPub Inside Gtl
## 1288 Lvl AllPub Inside Gtl
## 1289 Lvl AllPub Corner Gtl
## 1290 Lvl AllPub Corner Gtl
## 1291 Lvl AllPub Inside Gtl
## 1292 Lvl AllPub Inside Gtl
## 1293 Lvl AllPub Inside Gtl
## 1294 Lvl AllPub Inside Gtl
## 1295 Lvl AllPub Corner Gtl
## 1296 Lvl AllPub Inside Gtl
## 1298 Lvl AllPub Inside Gtl
## 1299 Lvl AllPub Inside Gtl
## 1300 Lvl AllPub Inside Gtl
## 1301 Lvl AllPub Inside Gtl
## 1302 Lvl AllPub Corner Gtl
## 1303 Lvl AllPub Corner Gtl
## 1304 Lvl AllPub Inside Gtl
## 1305 Lvl AllPub Corner Gtl
## 1309 Lvl AllPub Inside Gtl
## 1310 Lvl AllPub Corner Gtl
## 1311 Lvl AllPub Inside Gtl
## 1312 Lvl AllPub Corner Gtl
## 1315 Lvl AllPub Corner Gtl
## 1316 Lvl AllPub Inside Gtl
## 1317 Lvl AllPub Inside Gtl
## 1318 Lvl AllPub Inside Gtl
## 1320 Lvl AllPub Inside Gtl
## 1323 Lvl AllPub Inside Gtl
## 1324 Lvl AllPub Inside Gtl
## 1325 Lvl AllPub Inside Gtl
## 1326 Lvl AllPub Inside Gtl
## 1327 Lvl AllPub Inside Gtl
## 1328 Bnk AllPub Inside Gtl
## 1331 Lvl AllPub Inside Gtl
## 1332 Lvl AllPub Inside Gtl
## 1333 Lvl AllPub Inside Gtl
## 1334 Lvl AllPub Corner Gtl
## 1335 Lvl AllPub Inside Gtl
## 1336 HLS AllPub Inside Gtl
## 1337 Lvl AllPub Corner Gtl
## 1338 Lvl AllPub Inside Gtl
## Neighborhood Condition_1 Condition_2 Bldg_Type
## 1 North_Ames Norm Norm OneFam
## 2 North_Ames Feedr Norm OneFam
## 4 North_Ames Norm Norm OneFam
## 5 Gilbert Norm Norm OneFam
## 6 Gilbert Norm Norm OneFam
## 7 Stone_Brook Norm Norm TwnhsE
## 8 Stone_Brook Norm Norm TwnhsE
## 9 Stone_Brook Norm Norm TwnhsE
## 10 Gilbert Norm Norm OneFam
## 11 Gilbert Norm Norm OneFam
## 12 Gilbert Norm Norm OneFam
## 13 Gilbert Norm Norm OneFam
## 14 Gilbert Norm Norm OneFam
## 15 Stone_Brook Norm Norm TwnhsE
## 16 Stone_Brook Norm Norm OneFam
## 19 Gilbert Norm Norm OneFam
## 20 Northwest_Ames Norm Norm OneFam
## 21 Northwest_Ames Norm Norm OneFam
## 22 Northwest_Ames Norm Norm OneFam
## 23 Somerset Norm Norm OneFam
## 24 North_Ames Norm Norm OneFam
## 25 North_Ames Norm Norm OneFam
## 26 North_Ames Norm Norm OneFam
## 27 North_Ames Norm Norm OneFam
## 29 North_Ames Norm Norm TwnhsE
## 30 Briardale Norm Norm Twnhs
## 31 Briardale Norm Norm Twnhs
## 32 Briardale Norm Norm Twnhs
## 33 Northpark_Villa Norm Norm TwnhsE
## 34 Northpark_Villa Norm Norm Twnhs
## 35 Northpark_Villa Norm Norm Twnhs
## 36 Northpark_Villa Norm Norm Twnhs
## 37 Northridge_Heights Norm Norm OneFam
## 38 Northridge_Heights Norm Norm OneFam
## 39 Northridge_Heights Norm Norm OneFam
## 40 Northridge_Heights Norm Norm OneFam
## 41 Northridge_Heights Norm Norm OneFam
## 42 Northridge_Heights PosN Norm OneFam
## 43 Northridge_Heights Norm Norm OneFam
## 44 Northridge_Heights Norm Norm OneFam
## 45 Northridge_Heights Norm Norm OneFam
## 46 Northridge_Heights Norm Norm TwnhsE
## 47 Northridge_Heights Norm Norm OneFam
## 48 Northridge_Heights Norm Norm OneFam
## 49 Northridge_Heights Norm Norm TwnhsE
## 50 Northridge_Heights Norm Norm TwnhsE
## 51 Northridge_Heights Norm Norm Twnhs
## 52 Gilbert Norm Norm OneFam
## 53 Bloomington_Heights Norm Norm TwnhsE
## 54 Bloomington_Heights Norm Norm TwnhsE
## 55 Gilbert Norm Norm OneFam
## 56 Gilbert Norm Norm OneFam
## 57 Gilbert Norm Norm OneFam
## 58 Gilbert Norm Norm OneFam
## 59 Gilbert Norm Norm OneFam
## 60 Northridge Norm Norm OneFam
## 61 Northridge Norm Norm OneFam
## 62 Northridge Norm Norm OneFam
## 63 Northridge Norm Norm OneFam
## 64 Northridge Norm Norm OneFam
## 65 Northridge Norm Norm OneFam
## 66 Northridge Norm Norm OneFam
## 67 Somerset Norm Norm OneFam
## 68 Somerset Norm Norm OneFam
## 70 Somerset Norm Norm OneFam
## 71 Somerset Norm Norm OneFam
## 72 Somerset Norm Norm OneFam
## 73 Sawyer_West Norm Norm OneFam
## 74 Sawyer_West Norm Norm OneFam
## 75 Sawyer_West Norm Norm OneFam
## 76 Sawyer_West Norm Norm TwnhsE
## 77 Sawyer_West Norm Norm OneFam
## 78 Sawyer_West Norm Norm TwnhsE
## 79 Sawyer_West Norm Norm TwnhsE
## 81 Sawyer_West Norm Norm OneFam
## 82 Sawyer_West Norm Norm OneFam
## 83 Sawyer_West Feedr Norm OneFam
## 84 Sawyer RRAe Norm Duplex
## 85 Sawyer Norm Norm OneFam
## 86 Sawyer RRAe Norm OneFam
## 87 Sawyer Norm Norm OneFam
## 88 Sawyer Feedr Norm OneFam
## 89 Sawyer Norm Norm OneFam
## 91 Northridge Norm Norm OneFam
## 92 Northridge Norm Norm OneFam
## 93 Northridge Norm Norm OneFam
## 94 Somerset Norm Norm TwnhsE
## 95 Somerset Norm Norm TwnhsE
## 96 Somerset Norm Norm TwnhsE
## 97 Somerset Norm Norm TwnhsE
## 98 Somerset Norm Norm Twnhs
## 99 Somerset Norm Norm Twnhs
## 100 Somerset Norm Norm OneFam
## 101 Somerset Norm Norm Twnhs
## 102 Somerset Norm Norm TwnhsE
## 103 Somerset Norm Norm Twnhs
## 104 Somerset Norm Norm TwnhsE
## 106 Somerset Norm Norm OneFam
## 109 Sawyer RRAe Norm OneFam
## 110 Somerset Norm Norm OneFam
## 111 Northwest_Ames Norm Norm OneFam
## 112 Northwest_Ames Norm Norm OneFam
## 113 Northwest_Ames Norm Norm OneFam
## 114 Northwest_Ames Norm Norm OneFam
## 115 Northwest_Ames Norm Norm OneFam
## 116 Northwest_Ames Norm Norm OneFam
## 117 Northwest_Ames Norm Norm OneFam
## 118 North_Ames Norm Norm OneFam
## 119 Northwest_Ames Feedr Norm OneFam
## 120 North_Ames Norm Norm OneFam
## 121 North_Ames Norm Norm OneFam
## 122 North_Ames Norm Norm OneFam
## 123 North_Ames Norm Norm OneFam
## 124 North_Ames Norm Norm OneFam
## 125 North_Ames Feedr Norm OneFam
## 127 North_Ames Norm Norm OneFam
## 128 North_Ames Norm Norm OneFam
## 129 North_Ames Artery Norm OneFam
## 130 Brookside Norm Norm OneFam
## 132 North_Ames Norm Norm OneFam
## 133 North_Ames Norm Norm OneFam
## 134 North_Ames Norm Norm OneFam
## 135 North_Ames Norm Norm OneFam
## 136 North_Ames Feedr Norm Duplex
## 137 North_Ames PosA Norm OneFam
## 138 North_Ames PosA Norm OneFam
## 139 North_Ames Feedr Norm Duplex
## 140 North_Ames Norm Norm OneFam
## 141 North_Ames Norm Norm OneFam
## 142 North_Ames Norm Norm OneFam
## 143 North_Ames Norm Norm OneFam
## 144 North_Ames Norm Norm OneFam
## 145 North_Ames Norm Norm OneFam
## 146 North_Ames Feedr Norm OneFam
## 147 North_Ames Norm Norm OneFam
## 148 North_Ames Norm Norm OneFam
## 149 North_Ames Norm Norm OneFam
## 150 North_Ames Norm Norm OneFam
## 151 North_Ames Norm Norm OneFam
## 152 North_Ames Norm Norm TwoFmCon
## 153 North_Ames Norm Norm OneFam
## 154 North_Ames Norm Norm OneFam
## 155 North_Ames Norm Norm OneFam
## 156 North_Ames Norm Norm OneFam
## 157 North_Ames Norm Norm OneFam
## 158 North_Ames Artery Norm OneFam
## 159 Old_Town Norm Norm Duplex
## 160 North_Ames Norm Norm OneFam
## 162 North_Ames Artery Norm OneFam
## 163 North_Ames Norm Norm OneFam
## 164 North_Ames Artery Norm OneFam
## 165 North_Ames Norm Norm OneFam
## 166 North_Ames Norm Norm OneFam
## 167 North_Ames Norm Norm OneFam
## 168 North_Ames Norm Norm OneFam
## 169 North_Ames PosN Norm OneFam
## 170 Old_Town Norm Norm OneFam
## 171 Old_Town Norm Norm OneFam
## 172 Old_Town Artery Norm OneFam
## 173 Old_Town Artery Norm OneFam
## 174 Old_Town Norm Norm OneFam
## 175 Old_Town Norm Norm OneFam
## 176 Old_Town Artery Norm OneFam
## 177 Old_Town Norm Norm OneFam
## 178 Old_Town Norm Norm OneFam
## 179 Old_Town Norm Norm OneFam
## 180 Old_Town Artery Norm OneFam
## 181 Old_Town Artery Norm OneFam
## 183 Old_Town Norm Norm OneFam
## 184 Old_Town Norm Norm OneFam
## 185 Old_Town Artery Norm OneFam
## 186 Old_Town Norm Norm OneFam
## 188 Old_Town Artery Norm OneFam
## 189 Old_Town Norm Norm OneFam
## 190 Old_Town Norm Norm TwoFmCon
## 191 Old_Town Norm Norm OneFam
## 192 Brookside Feedr Feedr OneFam
## 193 Brookside Norm Norm OneFam
## 194 Brookside Feedr Norm OneFam
## 195 Brookside Norm Norm OneFam
## 196 Brookside Norm Norm OneFam
## 197 Brookside Feedr Norm OneFam
## 198 Brookside Norm Norm OneFam
## 199 Brookside Norm Norm OneFam
## 200 Brookside Norm Norm OneFam
## 201 Old_Town Artery Norm OneFam
## 202 Old_Town RRAn Feedr OneFam
## 203 Old_Town Norm Norm OneFam
## 204 Old_Town Norm Norm OneFam
## 205 Old_Town Norm Norm OneFam
## 208 Old_Town Feedr Norm TwoFmCon
## 209 Clear_Creek Norm Norm OneFam
## 210 Clear_Creek Feedr Norm OneFam
## 212 South_and_West_of_Iowa_State_University Norm Norm TwoFmCon
## 213 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 215 South_and_West_of_Iowa_State_University Artery Norm TwoFmCon
## 216 Sawyer Feedr Norm OneFam
## 217 Sawyer Norm Norm Duplex
## 218 Sawyer Norm Norm Duplex
## 219 Sawyer Norm Norm TwoFmCon
## 220 Sawyer Norm Norm OneFam
## 221 Sawyer Feedr Norm OneFam
## 222 Sawyer Norm Norm OneFam
## 223 Sawyer Norm Norm OneFam
## 224 Sawyer Norm Norm OneFam
## 225 Sawyer Norm Norm OneFam
## 226 Sawyer Norm Norm Duplex
## 227 Sawyer Norm Norm OneFam
## 228 Sawyer Norm Norm OneFam
## 229 Clear_Creek Norm Norm OneFam
## 230 Clear_Creek Norm Norm OneFam
## 231 Sawyer Feedr Norm OneFam
## 232 Sawyer Norm Norm OneFam
## 234 Clear_Creek Norm Norm OneFam
## 235 Edwards Norm Norm OneFam
## 236 Edwards Norm Norm OneFam
## 237 Edwards Norm Norm OneFam
## 238 Edwards Norm Norm OneFam
## 239 Edwards Norm Norm OneFam
## 240 Edwards Norm Norm OneFam
## 241 Edwards Norm Norm OneFam
## 243 Edwards Norm Norm OneFam
## 244 Edwards Norm Norm OneFam
## 245 Sawyer_West Norm Norm OneFam
## 246 Sawyer_West Norm Norm OneFam
## 247 Sawyer_West Norm Norm OneFam
## 248 Sawyer_West Norm Norm OneFam
## 249 Sawyer_West Norm Norm OneFam
## 250 College_Creek Norm Norm OneFam
## 251 College_Creek Norm Norm OneFam
## 252 College_Creek Norm Norm OneFam
## 253 College_Creek Norm Norm OneFam
## 254 Sawyer_West Norm Norm OneFam
## 255 Sawyer_West Norm Norm OneFam
## 256 Clear_Creek Norm Norm OneFam
## 257 College_Creek Norm Norm OneFam
## 258 College_Creek Norm Norm OneFam
## 259 College_Creek Norm Norm OneFam
## 260 College_Creek Norm Norm OneFam
## 261 College_Creek Norm Norm OneFam
## 262 College_Creek Norm Norm OneFam
## 263 College_Creek Norm Norm OneFam
## 264 College_Creek Norm Norm OneFam
## 265 College_Creek Norm Norm OneFam
## 266 College_Creek Norm Norm OneFam
## 267 College_Creek Norm Norm OneFam
## 268 College_Creek Norm Norm OneFam
## 269 College_Creek Norm Norm TwnhsE
## 270 College_Creek Norm Norm TwnhsE
## 271 College_Creek Norm Norm OneFam
## 272 College_Creek Norm Norm OneFam
## 273 College_Creek Norm Norm OneFam
## 274 Edwards Feedr Norm OneFam
## 277 Edwards Norm Norm OneFam
## 278 Edwards Norm Norm OneFam
## 279 Edwards Norm Norm OneFam
## 280 Edwards Norm Norm OneFam
## 281 Edwards Norm Norm OneFam
## 282 Edwards Norm Norm OneFam
## 283 Edwards Norm Norm OneFam
## 285 Edwards Norm Norm OneFam
## 286 South_and_West_of_Iowa_State_University Artery Norm OneFam
## 287 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 288 Edwards Norm Norm OneFam
## 289 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 290 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 293 South_and_West_of_Iowa_State_University Feedr Norm OneFam
## 294 Crawford Norm Norm OneFam
## 295 Crawford Norm Norm Duplex
## 296 Crawford Norm Norm OneFam
## 297 Crawford PosA Norm OneFam
## 298 Crawford Norm Norm OneFam
## 299 Blueste Norm Norm TwnhsE
## 300 Blueste Norm Norm TwnhsE
## 301 Crawford Norm Norm OneFam
## 302 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 304 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 305 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 306 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 307 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 308 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 309 Crawford Artery Norm TwnhsE
## 310 Mitchell Norm Norm OneFam
## 311 Mitchell Norm Norm OneFam
## 312 Mitchell Norm Norm OneFam
## 313 Mitchell Norm Norm OneFam
## 314 Mitchell Norm Norm Duplex
## 315 Timberland Norm Norm OneFam
## 316 Timberland Norm Norm OneFam
## 317 Timberland Norm Norm OneFam
## 318 Timberland Norm Norm OneFam
## 319 Timberland Norm Norm OneFam
## 320 Timberland Norm Norm OneFam
## 321 Timberland Norm Norm OneFam
## 322 Timberland Norm Norm OneFam
## 323 Mitchell Norm Norm OneFam
## 324 Mitchell Norm Norm OneFam
## 325 Mitchell Norm Norm Duplex
## 326 Mitchell Norm Norm OneFam
## 327 Meadow_Village Norm Norm TwnhsE
## 328 Meadow_Village Norm Norm Twnhs
## 329 Meadow_Village Norm Norm TwnhsE
## 330 Meadow_Village Norm Norm Twnhs
## 331 Meadow_Village Norm Norm TwnhsE
## 332 Meadow_Village Norm Norm TwnhsE
## 333 Meadow_Village Norm Norm TwnhsE
## 334 Mitchell Norm Norm OneFam
## 335 Mitchell Norm Norm OneFam
## 336 Mitchell Norm Norm OneFam
## 338 Mitchell Norm Norm OneFam
## 339 Mitchell Norm Norm OneFam
## 340 Mitchell Norm Norm OneFam
## 341 Mitchell Norm Norm OneFam
## 342 North_Ames Norm Norm OneFam
## 343 North_Ames Norm Norm OneFam
## 344 North_Ames Norm Norm OneFam
## 345 Gilbert Norm Norm OneFam
## 346 Gilbert Norm Norm OneFam
## 347 Gilbert Norm Norm OneFam
## 348 Gilbert Norm Norm OneFam
## 349 Gilbert Norm Norm OneFam
## 350 Stone_Brook Norm Norm TwnhsE
## 351 Stone_Brook Norm Norm TwnhsE
## 352 Stone_Brook Norm Norm OneFam
## 353 Stone_Brook Norm Norm TwnhsE
## 354 Gilbert Norm Norm OneFam
## 355 Gilbert Norm Norm OneFam
## 356 Gilbert Norm Norm OneFam
## 357 Gilbert Norm Norm OneFam
## 358 Gilbert Norm Norm OneFam
## 359 Gilbert Norm Norm OneFam
## 360 Gilbert Norm Norm OneFam
## 361 Gilbert Norm Norm OneFam
## 362 Gilbert Norm Norm OneFam
## 363 Gilbert Norm Norm OneFam
## 364 Gilbert Norm Norm OneFam
## 365 Gilbert Norm Norm OneFam
## 366 Stone_Brook Norm Norm TwnhsE
## 367 Stone_Brook Norm Norm OneFam
## 368 Stone_Brook Norm Norm OneFam
## 369 Stone_Brook Norm Norm OneFam
## 370 Gilbert Norm Norm OneFam
## 371 Northwest_Ames Norm Norm OneFam
## 372 Northwest_Ames Norm Norm OneFam
## 373 Northwest_Ames Norm Norm OneFam
## 374 Northwest_Ames Norm Norm OneFam
## 376 Northwest_Ames Norm Norm OneFam
## 377 Northwest_Ames Norm Norm OneFam
## 378 Northwest_Ames Norm Norm OneFam
## 379 Northwest_Ames Norm Norm OneFam
## 381 Northwest_Ames RRAn Norm OneFam
## 382 Northwest_Ames Norm Norm OneFam
## 383 Northwest_Ames PosN Norm OneFam
## 384 Somerset Norm Norm OneFam
## 385 Somerset RRAn Norm OneFam
## 387 Somerset Norm Norm OneFam
## 388 Northwest_Ames PosN Norm OneFam
## 389 Northwest_Ames Norm Norm OneFam
## 390 Northwest_Ames Norm Norm OneFam
## 391 Northwest_Ames Norm Norm OneFam
## 392 Northwest_Ames Norm Norm OneFam
## 393 North_Ames Norm Norm Duplex
## 394 North_Ames Norm Norm OneFam
## 395 North_Ames Norm Norm OneFam
## 396 North_Ames Norm Norm OneFam
## 397 North_Ames Norm Norm OneFam
## 398 North_Ames Norm Norm OneFam
## 399 North_Ames Norm Norm OneFam
## 400 North_Ames Norm Norm OneFam
## 401 North_Ames Norm Norm OneFam
## 402 North_Ames Norm Norm OneFam
## 403 Briardale Norm Norm Twnhs
## 404 Briardale Norm Norm TwnhsE
## 405 Briardale Norm Norm Twnhs
## 406 Briardale Norm Norm Twnhs
## 407 Briardale Norm Norm Twnhs
## 408 Briardale Norm Norm Twnhs
## 409 Northpark_Villa Norm Norm TwnhsE
## 410 Northpark_Villa Norm Norm TwnhsE
## 411 Northpark_Villa Norm Norm Twnhs
## 412 Northpark_Villa Norm Norm Twnhs
## 413 Northpark_Villa Norm Norm TwnhsE
## 414 Northpark_Villa Norm Norm Twnhs
## 415 Northpark_Villa Norm Norm TwnhsE
## 416 Northpark_Villa Norm Norm Twnhs
## 417 Northpark_Villa Norm Norm TwnhsE
## 418 Northpark_Villa Norm Norm TwnhsE
## 419 North_Ames Norm Norm OneFam
## 420 North_Ames Norm Norm OneFam
## 421 Northridge_Heights Norm Norm OneFam
## 422 Northridge_Heights PosN Norm OneFam
## 423 Northridge_Heights Norm Norm OneFam
## 424 Northridge_Heights Norm Norm OneFam
## 425 Northridge_Heights Norm Norm OneFam
## 426 Northridge_Heights Norm Norm OneFam
## 427 Northridge_Heights Norm Norm OneFam
## 428 Northridge_Heights Norm Norm OneFam
## 429 Northridge_Heights Norm Norm OneFam
## 430 Northridge_Heights Norm Norm OneFam
## 431 Northridge_Heights Norm Norm OneFam
## 434 Northridge_Heights Norm Norm OneFam
## 435 Northridge_Heights Norm Norm OneFam
## 436 Northridge_Heights Norm Norm OneFam
## 437 Northridge_Heights Norm Norm OneFam
## 438 Northridge_Heights Norm Norm OneFam
## 440 Northridge_Heights Norm Norm OneFam
## 441 Northridge_Heights Norm Norm OneFam
## 442 Northridge_Heights Norm Norm OneFam
## 443 Northridge_Heights Norm Norm OneFam
## 444 Northridge_Heights Norm Norm OneFam
## 445 Northridge_Heights Norm Norm OneFam
## 446 Northridge_Heights Norm Norm OneFam
## 447 Northridge_Heights Norm Norm OneFam
## 448 Northridge_Heights Norm Norm OneFam
## 449 Northridge_Heights Norm Norm OneFam
## 450 Northridge_Heights Norm Norm OneFam
## 451 Northridge_Heights Norm Norm OneFam
## 452 Northridge_Heights Norm Norm TwnhsE
## 453 Northridge_Heights Norm Norm Twnhs
## 454 Northridge_Heights Norm Norm Twnhs
## 455 Northridge_Heights Norm Norm TwnhsE
## 456 Northridge_Heights Norm Norm Twnhs
## 457 Northridge_Heights Norm Norm OneFam
## 458 Northridge_Heights Norm Norm OneFam
## 459 Northridge_Heights Norm Norm TwnhsE
## 460 Northridge_Heights Norm Norm TwnhsE
## 461 Northridge_Heights Norm Norm OneFam
## 462 Northridge_Heights Norm Norm TwnhsE
## 463 Northridge_Heights Norm Norm TwnhsE
## 464 Northridge_Heights Norm Norm Twnhs
## 465 Gilbert RRAn Norm OneFam
## 466 Gilbert Norm Norm OneFam
## 467 Gilbert Norm Norm OneFam
## 468 Gilbert Norm Norm OneFam
## 469 Bloomington_Heights Norm Norm TwnhsE
## 470 Bloomington_Heights Norm Norm TwnhsE
## 471 Bloomington_Heights Norm Norm TwnhsE
## 472 Bloomington_Heights Norm Norm TwnhsE
## 473 Bloomington_Heights Norm Norm TwnhsE
## 474 Bloomington_Heights Norm Norm TwnhsE
## 475 Gilbert Norm Norm OneFam
## 477 Gilbert Norm Norm OneFam
## 478 Gilbert Norm Norm OneFam
## 479 Gilbert Norm Norm OneFam
## 480 Gilbert Norm Norm OneFam
## 481 Gilbert Norm Norm OneFam
## 482 Gilbert Norm Norm OneFam
## 484 Gilbert Norm Norm OneFam
## 485 Gilbert Norm Norm OneFam
## 486 Gilbert Norm Norm OneFam
## 487 Gilbert RRAn Norm OneFam
## 488 Gilbert RRAn Norm OneFam
## 489 Gilbert Norm Norm OneFam
## 490 Gilbert Norm Norm OneFam
## 492 Gilbert RRAn Norm OneFam
## 494 Gilbert Norm Norm OneFam
## 495 Northridge Norm Norm OneFam
## 496 Northridge Norm Norm OneFam
## 497 Northridge Norm Norm OneFam
## 498 Northridge Norm Norm OneFam
## 499 Northridge Norm Norm OneFam
## 500 Northridge Norm Norm OneFam
## 501 Northridge Norm Norm OneFam
## 502 Northridge Norm Norm OneFam
## 503 Northridge Norm Norm OneFam
## 504 Northridge Norm Norm OneFam
## 505 Northridge Norm Norm OneFam
## 506 Northridge Norm Norm OneFam
## 507 Somerset Feedr Norm OneFam
## 508 Somerset PosN Norm OneFam
## 509 Somerset PosN Norm OneFam
## 510 Somerset Norm Norm OneFam
## 511 Somerset Norm Norm OneFam
## 512 Somerset Norm Norm OneFam
## 513 Somerset Norm Norm OneFam
## 515 Somerset Norm Norm OneFam
## 516 Somerset Norm Norm OneFam
## 517 Somerset Norm Norm OneFam
## 518 Somerset Norm Norm OneFam
## 519 Somerset Norm Norm OneFam
## 520 Somerset Norm Norm OneFam
## 521 Somerset Norm Norm OneFam
## 522 Somerset Norm Norm OneFam
## 523 Somerset Norm Norm OneFam
## 524 Somerset Norm Norm OneFam
## 525 Somerset Norm Norm OneFam
## 526 Somerset Norm Norm OneFam
## 527 Somerset Norm Norm OneFam
## 528 Somerset Norm Norm OneFam
## 529 Somerset Norm Norm OneFam
## 530 Somerset Norm Norm OneFam
## 531 Somerset Norm Norm OneFam
## 532 Somerset Norm Norm OneFam
## 533 Somerset Norm Norm OneFam
## 534 Sawyer_West Norm Norm OneFam
## 535 Sawyer_West Norm Norm OneFam
## 536 Sawyer_West Norm Norm OneFam
## 537 Sawyer_West Norm Norm OneFam
## 538 Sawyer_West Norm Norm OneFam
## 539 Sawyer_West Norm Norm OneFam
## 540 Sawyer_West RRAe Norm OneFam
## 541 Sawyer_West RRAe Norm OneFam
## 542 Sawyer_West RRAe Norm OneFam
## 543 Sawyer_West Norm Norm OneFam
## 544 Sawyer_West Norm Norm OneFam
## 545 Sawyer_West Norm Norm OneFam
## 546 Sawyer_West Norm Norm OneFam
## 547 Sawyer_West Norm Norm OneFam
## 548 Sawyer_West Norm Norm TwnhsE
## 549 Sawyer_West Norm Norm TwnhsE
## 550 Sawyer_West RRAe Norm OneFam
## 551 Sawyer_West Norm Norm OneFam
## 552 Sawyer_West Norm Norm Duplex
## 553 Sawyer_West Feedr Norm OneFam
## 554 Sawyer_West Norm Norm OneFam
## 555 Sawyer Norm Norm OneFam
## 556 Sawyer Norm Norm OneFam
## 557 Sawyer Feedr Norm OneFam
## 558 Sawyer Norm Norm OneFam
## 560 Sawyer RRAe Norm OneFam
## 561 Sawyer Feedr Norm OneFam
## 562 Sawyer Norm Norm OneFam
## 563 Sawyer Feedr Norm OneFam
## 564 Veenker Norm Norm OneFam
## 565 Northridge Norm Norm OneFam
## 566 Somerset Norm Norm Twnhs
## 567 Somerset Norm Norm TwnhsE
## 568 Somerset Norm Norm TwnhsE
## 569 Somerset Norm Norm TwnhsE
## 570 Somerset Norm Norm TwnhsE
## 571 Somerset Norm Norm TwnhsE
## 572 Somerset Norm Norm TwnhsE
## 573 Somerset Norm Norm TwnhsE
## 574 Somerset Norm Norm Twnhs
## 575 Veenker Norm Norm OneFam
## 577 Veenker Norm Norm OneFam
## 578 Veenker Feedr Norm OneFam
## 579 Sawyer Feedr Norm OneFam
## 580 Northwest_Ames RRAn Norm OneFam
## 581 Northwest_Ames PosA Norm OneFam
## 582 Northwest_Ames PosN Norm OneFam
## 583 Northwest_Ames PosN Norm OneFam
## 584 Northwest_Ames PosN Norm OneFam
## 585 Northwest_Ames Norm Norm OneFam
## 586 Northwest_Ames PosA Norm OneFam
## 587 Northwest_Ames Norm Norm OneFam
## 588 Northwest_Ames Feedr Norm OneFam
## 589 Northwest_Ames Feedr Norm OneFam
## 590 Northwest_Ames Norm Norm OneFam
## 591 Northwest_Ames Norm Norm OneFam
## 592 Northwest_Ames RRAn Norm OneFam
## 593 Northwest_Ames Norm Norm OneFam
## 594 North_Ames Norm Norm OneFam
## 595 North_Ames Norm Norm OneFam
## 596 North_Ames Norm Norm OneFam
## 597 Northwest_Ames Norm Norm OneFam
## 598 Northwest_Ames Norm Norm OneFam
## 599 Northwest_Ames Feedr Norm OneFam
## 600 North_Ames Norm Norm OneFam
## 601 North_Ames Norm Norm OneFam
## 603 North_Ames Norm Norm OneFam
## 604 North_Ames Norm Norm OneFam
## 605 North_Ames Norm Norm Duplex
## 606 North_Ames Norm Norm OneFam
## 607 North_Ames Norm Norm OneFam
## 608 North_Ames Norm Norm OneFam
## 609 North_Ames Norm Norm OneFam
## 610 North_Ames Norm Norm OneFam
## 611 North_Ames Norm Norm OneFam
## 612 North_Ames Norm Norm OneFam
## 613 North_Ames Norm Norm OneFam
## 614 North_Ames Norm Norm OneFam
## 615 Brookside Norm Norm OneFam
## 616 Brookside Norm Norm OneFam
## 617 North_Ames Feedr Norm OneFam
## 619 North_Ames Norm Norm OneFam
## 620 North_Ames Norm Norm OneFam
## 621 North_Ames Norm Norm OneFam
## 622 North_Ames Norm Norm OneFam
## 623 North_Ames Norm Norm Duplex
## 624 North_Ames Norm Norm OneFam
## 625 North_Ames Norm Norm OneFam
## 626 North_Ames Norm Norm OneFam
## 627 North_Ames Norm Norm OneFam
## 628 North_Ames Norm Norm OneFam
## 630 North_Ames Feedr Norm OneFam
## 631 North_Ames Norm Norm OneFam
## 632 North_Ames Norm Norm OneFam
## 633 North_Ames Norm Norm OneFam
## 634 North_Ames Norm Norm OneFam
## 635 North_Ames Feedr Norm OneFam
## 636 North_Ames Feedr Norm OneFam
## 637 North_Ames Norm Norm OneFam
## 638 North_Ames Norm Norm OneFam
## 639 North_Ames Norm Norm OneFam
## 640 North_Ames Artery Norm OneFam
## 641 North_Ames Norm Norm OneFam
## 642 North_Ames Norm Norm Duplex
## 643 North_Ames Norm Norm OneFam
## 644 North_Ames Norm Norm OneFam
## 645 North_Ames Norm Norm OneFam
## 646 North_Ames Norm Norm OneFam
## 647 North_Ames Norm Norm OneFam
## 648 North_Ames Norm Norm OneFam
## 649 North_Ames Norm Norm OneFam
## 650 North_Ames Norm Norm OneFam
## 652 North_Ames Artery Norm OneFam
## 653 North_Ames Norm Norm OneFam
## 654 North_Ames Norm Norm OneFam
## 655 Old_Town Norm Norm OneFam
## 656 Old_Town Norm Norm OneFam
## 657 Old_Town Norm Norm OneFam
## 658 Old_Town Norm Norm OneFam
## 659 Old_Town Norm Norm OneFam
## 660 Old_Town Norm Norm OneFam
## 661 Old_Town Norm Norm OneFam
## 662 Old_Town Artery Norm OneFam
## 663 Old_Town Artery Norm OneFam
## 665 Old_Town Norm Norm OneFam
## 666 Old_Town Norm Norm OneFam
## 667 North_Ames Artery Norm Duplex
## 668 North_Ames Norm Norm OneFam
## 669 North_Ames Norm Norm OneFam
## 670 North_Ames Artery Norm Duplex
## 671 North_Ames Norm Norm OneFam
## 672 North_Ames Norm Norm OneFam
## 673 North_Ames Norm Norm OneFam
## 674 North_Ames Norm Norm OneFam
## 675 North_Ames Norm Norm OneFam
## 678 North_Ames Artery Norm OneFam
## 680 North_Ames Norm Norm OneFam
## 681 North_Ames Norm Norm OneFam
## 682 North_Ames Norm Norm OneFam
## 683 North_Ames Norm Norm OneFam
## 684 North_Ames Norm Norm OneFam
## 685 North_Ames Norm Norm OneFam
## 686 North_Ames Artery Norm OneFam
## 687 North_Ames Artery Norm OneFam
## 688 North_Ames Norm Norm OneFam
## 689 North_Ames Norm Norm Duplex
## 690 North_Ames Norm Norm OneFam
## 691 North_Ames PosN Norm OneFam
## 692 Old_Town Artery Norm OneFam
## 693 Old_Town Norm Norm OneFam
## 694 Old_Town Norm Norm OneFam
## 695 Old_Town Norm Norm Duplex
## 696 Old_Town Artery Norm OneFam
## 697 Old_Town Norm Norm OneFam
## 698 Old_Town Norm Norm OneFam
## 699 Old_Town Norm Norm OneFam
## 700 Old_Town Norm Norm OneFam
## 702 Old_Town Artery Norm Duplex
## 703 Old_Town Norm Norm OneFam
## 704 Old_Town Norm Norm OneFam
## 705 Old_Town Norm Norm TwoFmCon
## 706 Old_Town Norm Norm OneFam
## 707 Old_Town Norm Norm TwoFmCon
## 709 Old_Town Norm Norm OneFam
## 711 Old_Town Artery Norm OneFam
## 712 Old_Town Norm Norm OneFam
## 713 Old_Town Norm Norm TwoFmCon
## 714 Old_Town Norm Norm OneFam
## 715 Old_Town Norm Norm OneFam
## 717 Old_Town Norm Norm OneFam
## 718 Old_Town Artery Norm OneFam
## 719 Old_Town Norm Norm OneFam
## 720 Old_Town Artery Norm OneFam
## 721 Old_Town Norm Norm OneFam
## 722 Old_Town Artery Norm OneFam
## 724 Old_Town Norm Norm OneFam
## 726 Old_Town Norm Norm OneFam
## 727 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 728 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 729 Brookside Norm Norm OneFam
## 730 Brookside Norm Norm OneFam
## 731 Brookside Norm Norm OneFam
## 732 Brookside RRAn Norm OneFam
## 734 Brookside Norm Norm OneFam
## 735 Brookside Norm Norm OneFam
## 736 Brookside Norm Norm OneFam
## 737 Brookside Norm Norm OneFam
## 738 Brookside Norm Norm OneFam
## 739 Brookside Norm Norm OneFam
## 740 Brookside Feedr Norm OneFam
## 741 Brookside Norm Norm OneFam
## 742 Brookside Norm Norm OneFam
## 744 Brookside Norm Norm OneFam
## 745 Brookside Norm Norm OneFam
## 746 Brookside Norm Norm OneFam
## 747 Brookside Norm Norm OneFam
## 748 Brookside PosN Norm OneFam
## 749 Brookside RRAn Feedr OneFam
## 750 Old_Town Norm Norm OneFam
## 751 Old_Town Norm Norm OneFam
## 752 Old_Town Norm Norm OneFam
## 755 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 756 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 757 Old_Town Feedr Norm OneFam
## 758 Old_Town Feedr Norm TwoFmCon
## 759 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 760 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 761 Iowa_DOT_and_Rail_Road Artery Norm TwoFmCon
## 762 Sawyer Norm Norm OneFam
## 763 Edwards Norm Norm Duplex
## 764 Edwards Norm Norm Duplex
## 765 Edwards Norm Norm Duplex
## 767 Edwards Artery Norm OneFam
## 769 Sawyer Norm Norm OneFam
## 770 Sawyer Feedr Norm OneFam
## 771 Sawyer Norm Norm OneFam
## 772 Sawyer Norm Norm OneFam
## 773 Sawyer Norm Norm OneFam
## 774 Sawyer Norm Norm OneFam
## 775 Sawyer Norm Norm OneFam
## 776 Sawyer Norm Norm OneFam
## 777 Sawyer Norm Norm OneFam
## 778 Sawyer Norm Norm OneFam
## 779 Sawyer Norm Norm OneFam
## 780 Clear_Creek Norm Norm OneFam
## 782 Clear_Creek Norm Norm OneFam
## 783 Clear_Creek Norm Norm OneFam
## 784 Edwards Norm Norm OneFam
## 785 Edwards Norm Norm OneFam
## 786 Clear_Creek Norm Norm OneFam
## 787 Edwards Norm Norm OneFam
## 788 Edwards Norm Norm OneFam
## 789 Edwards Norm Norm OneFam
## 790 Edwards Norm Norm OneFam
## 792 Edwards Norm Norm OneFam
## 793 Edwards Norm Norm OneFam
## 794 Edwards Norm Norm OneFam
## 795 Edwards Norm Norm OneFam
## 796 Edwards Norm Norm TwnhsE
## 797 Edwards Norm Norm OneFam
## 798 Edwards Norm Norm OneFam
## 800 Sawyer_West Feedr Norm OneFam
## 801 Sawyer_West Norm Norm OneFam
## 802 Sawyer_West Norm Norm OneFam
## 803 Sawyer_West Norm Norm OneFam
## 804 Sawyer_West Norm Norm OneFam
## 805 Sawyer_West Norm Norm OneFam
## 806 Sawyer_West Norm Norm OneFam
## 807 Sawyer_West Feedr Norm OneFam
## 808 Sawyer_West Norm Norm Duplex
## 809 Sawyer_West Feedr Norm Duplex
## 810 Sawyer_West Feedr Norm Duplex
## 811 Sawyer_West Norm Norm Duplex
## 812 Sawyer_West Norm Norm Duplex
## 813 Sawyer_West Feedr Norm Duplex
## 814 Sawyer_West Feedr Norm Duplex
## 815 Sawyer_West Norm Norm Duplex
## 816 Sawyer_West Norm Norm Duplex
## 817 Sawyer_West Feedr Norm Duplex
## 818 Sawyer_West Feedr Norm Duplex
## 819 College_Creek Norm Norm OneFam
## 820 College_Creek Norm Norm OneFam
## 821 College_Creek Norm Norm OneFam
## 822 College_Creek Norm Norm OneFam
## 823 College_Creek Norm Norm OneFam
## 824 College_Creek Norm Norm OneFam
## 825 College_Creek Norm Norm OneFam
## 826 College_Creek Norm Norm OneFam
## 827 College_Creek Norm Norm OneFam
## 828 College_Creek Norm Norm OneFam
## 829 College_Creek Norm Norm OneFam
## 830 College_Creek Norm Norm OneFam
## 831 College_Creek Norm Norm OneFam
## 832 College_Creek Norm Norm OneFam
## 833 Sawyer_West Norm Norm OneFam
## 834 Clear_Creek Norm Norm OneFam
## 835 Clear_Creek Norm Norm OneFam
## 836 College_Creek Norm Norm OneFam
## 837 College_Creek Norm Norm OneFam
## 838 College_Creek Norm Norm OneFam
## 840 College_Creek PosN Norm OneFam
## 841 College_Creek Norm Norm OneFam
## 842 College_Creek Norm Norm OneFam
## 843 College_Creek Norm Norm OneFam
## 844 College_Creek Norm Norm OneFam
## 845 College_Creek Norm Norm OneFam
## 846 College_Creek Norm Norm OneFam
## 847 College_Creek Norm Norm OneFam
## 848 College_Creek Norm Norm OneFam
## 849 College_Creek Norm Norm OneFam
## 850 College_Creek Norm Norm OneFam
## 851 College_Creek Norm Norm OneFam
## 852 College_Creek Norm Norm OneFam
## 853 College_Creek Norm Norm OneFam
## 854 College_Creek Norm Norm OneFam
## 855 College_Creek Norm Norm OneFam
## 856 College_Creek Norm Norm OneFam
## 857 College_Creek Norm Norm OneFam
## 858 College_Creek Norm Norm OneFam
## 859 College_Creek Norm Norm OneFam
## 860 College_Creek Norm Norm OneFam
## 861 College_Creek Norm Norm OneFam
## 862 College_Creek Norm Norm OneFam
## 863 College_Creek Norm Norm OneFam
## 864 College_Creek Norm Norm OneFam
## 865 College_Creek Norm Norm OneFam
## 866 College_Creek Norm Norm OneFam
## 867 College_Creek PosN Norm OneFam
## 868 College_Creek Norm Norm OneFam
## 869 College_Creek Norm Norm OneFam
## 870 College_Creek Feedr Norm OneFam
## 871 College_Creek Norm Norm OneFam
## 872 College_Creek Norm Norm OneFam
## 873 College_Creek Norm Norm OneFam
## 874 College_Creek Norm Norm OneFam
## 875 College_Creek Norm Norm OneFam
## 876 College_Creek Norm Norm OneFam
## 877 College_Creek Norm Norm OneFam
## 878 College_Creek Norm Norm TwnhsE
## 879 College_Creek Norm Norm TwnhsE
## 880 College_Creek Norm Norm OneFam
## 881 College_Creek Norm Norm OneFam
## 882 College_Creek Norm Norm OneFam
## 883 College_Creek Norm Norm OneFam
## 884 College_Creek Norm Norm OneFam
## 885 Edwards Feedr Norm OneFam
## 886 Edwards Norm Norm OneFam
## 887 Edwards Norm Norm OneFam
## 888 Edwards Norm Norm OneFam
## 889 Edwards Norm Norm OneFam
## 890 Edwards Norm Norm OneFam
## 891 Edwards Norm Norm OneFam
## 892 Edwards Norm Norm OneFam
## 894 Edwards Norm Norm OneFam
## 895 Edwards Norm Norm OneFam
## 896 Edwards Norm Norm OneFam
## 898 Edwards Feedr Norm OneFam
## 900 Edwards Norm Norm Duplex
## 901 Edwards Norm Norm OneFam
## 902 Edwards Norm Norm OneFam
## 904 Edwards Norm Norm OneFam
## 905 Edwards Norm Norm OneFam
## 906 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 907 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 908 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 909 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 911 South_and_West_of_Iowa_State_University Feedr Norm OneFam
## 912 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 913 Crawford Norm Norm OneFam
## 914 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 915 South_and_West_of_Iowa_State_University Feedr Norm OneFam
## 917 South_and_West_of_Iowa_State_University Norm Norm OneFam
## 918 Crawford Norm Norm OneFam
## 919 Crawford Norm Norm OneFam
## 920 Crawford Norm Norm OneFam
## 921 Crawford Norm Norm OneFam
## 922 Crawford Norm Norm OneFam
## 923 Crawford Norm Norm OneFam
## 924 Crawford Norm Norm OneFam
## 925 Crawford Norm Norm OneFam
## 926 Crawford Norm Norm Duplex
## 927 Crawford Feedr Norm OneFam
## 928 Crawford Norm Norm OneFam
## 929 Crawford Norm Norm OneFam
## 931 Crawford Norm Norm OneFam
## 932 Crawford PosA Norm OneFam
## 933 Blueste Norm Norm Twnhs
## 934 Blueste Norm Norm TwnhsE
## 935 Blueste Norm Norm Twnhs
## 936 Blueste Norm Norm TwnhsE
## 937 Crawford Norm Norm OneFam
## 938 Crawford Norm Norm OneFam
## 939 Crawford Norm Norm OneFam
## 940 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 941 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 942 Iowa_DOT_and_Rail_Road Norm Norm OneFam
## 945 Crawford Norm Norm TwnhsE
## 947 Mitchell Norm Norm OneFam
## 948 Mitchell Norm Norm OneFam
## 949 Mitchell Norm Norm OneFam
## 950 Mitchell Norm Norm OneFam
## 951 Mitchell Norm Norm OneFam
## 952 Mitchell Norm Norm OneFam
## 953 Mitchell Norm Norm Duplex
## 954 Mitchell Norm Norm OneFam
## 955 Mitchell Norm Norm OneFam
## 957 Timberland Norm Norm OneFam
## 958 Timberland Norm Norm OneFam
## 959 Timberland Norm Norm OneFam
## 960 Timberland Norm Norm OneFam
## 961 Timberland Norm Norm OneFam
## 962 Timberland Norm Norm OneFam
## 963 Timberland Norm Norm OneFam
## 964 Timberland Norm Norm OneFam
## 965 Timberland Norm Norm OneFam
## 966 Timberland Norm Norm OneFam
## 967 Timberland Norm Norm OneFam
## 968 Timberland Norm Norm OneFam
## 969 Timberland Norm Norm OneFam
## 970 Mitchell Norm Norm OneFam
## 971 Mitchell Norm Norm OneFam
## 972 Mitchell Norm Norm TwnhsE
## 973 Mitchell Norm Norm TwnhsE
## 974 Meadow_Village Norm Norm Twnhs
## 975 Mitchell Norm Norm OneFam
## 976 Meadow_Village Norm Norm Twnhs
## 977 Mitchell Norm Norm OneFam
## 978 Meadow_Village Norm Norm TwnhsE
## 979 Meadow_Village Norm Norm Twnhs
## 980 Meadow_Village Norm Norm TwnhsE
## 981 Mitchell Norm Norm OneFam
## 982 Mitchell Norm Norm OneFam
## 983 Mitchell Norm Norm OneFam
## 984 Mitchell Norm Norm OneFam
## 985 Mitchell Norm Norm OneFam
## 987 Mitchell Norm Norm OneFam
## 988 Mitchell Norm Norm OneFam
## 989 Mitchell Norm Norm OneFam
## 990 North_Ames Norm Norm OneFam
## 991 North_Ames Norm Norm OneFam
## 992 North_Ames Norm Norm OneFam
## 993 Gilbert Norm Norm OneFam
## 994 Gilbert Norm Norm OneFam
## 995 Gilbert Norm Norm OneFam
## 996 Gilbert Norm Norm OneFam
## 997 Gilbert Norm Norm OneFam
## 998 Gilbert Norm Norm OneFam
## 999 Gilbert Norm Norm OneFam
## 1000 Stone_Brook Norm Norm TwnhsE
## 1001 Stone_Brook Norm Norm OneFam
## 1002 Stone_Brook Norm Norm TwnhsE
## 1003 Stone_Brook Norm Norm TwnhsE
## 1004 Gilbert Norm Norm OneFam
## 1005 Gilbert Norm Norm OneFam
## 1006 Gilbert Norm Norm OneFam
## 1007 Gilbert Norm Norm OneFam
## 1008 Gilbert Norm Norm OneFam
## 1009 Stone_Brook Norm Norm TwnhsE
## 1010 Stone_Brook Norm Norm TwnhsE
## 1011 Stone_Brook Norm Norm OneFam
## 1012 Stone_Brook Norm Norm OneFam
## 1013 Stone_Brook Norm Norm OneFam
## 1016 Gilbert Norm Norm OneFam
## 1017 Northwest_Ames Norm Norm OneFam
## 1018 Northwest_Ames Norm Norm OneFam
## 1019 Northwest_Ames Norm Norm OneFam
## 1020 Northwest_Ames Norm Norm OneFam
## 1021 Northwest_Ames Norm Norm OneFam
## 1022 Northwest_Ames Norm Norm OneFam
## 1023 Northwest_Ames PosN Norm OneFam
## 1024 Northwest_Ames Norm Norm OneFam
## 1025 Northwest_Ames Norm Norm OneFam
## 1026 Northwest_Ames Norm Norm OneFam
## 1027 Northwest_Ames Norm Norm OneFam
## 1029 Northwest_Ames Norm Norm OneFam
## 1030 Northwest_Ames Norm Norm OneFam
## 1031 Northwest_Ames Norm Norm OneFam
## 1032 Northwest_Ames Norm Norm OneFam
## 1033 Northwest_Ames Norm Norm OneFam
## 1034 North_Ames Norm Norm Duplex
## 1035 North_Ames Norm Norm OneFam
## 1036 North_Ames Norm Norm OneFam
## 1037 North_Ames Norm Norm OneFam
## 1038 North_Ames Norm Norm OneFam
## 1039 North_Ames Norm Norm TwnhsE
## 1040 Briardale Norm Norm Twnhs
## 1041 Briardale Norm Norm Twnhs
## 1042 Briardale Norm Norm Twnhs
## 1043 Briardale Norm Norm Twnhs
## 1044 Briardale Norm Norm Twnhs
## 1045 Briardale Norm Norm TwnhsE
## 1046 Briardale Norm Norm Twnhs
## 1047 Northpark_Villa Norm Norm TwnhsE
## 1048 Northpark_Villa Norm Norm TwnhsE
## 1049 Northpark_Villa Norm Norm Twnhs
## 1050 North_Ames Norm Norm OneFam
## 1051 Northridge_Heights Norm Norm OneFam
## 1052 Northridge_Heights Norm Norm OneFam
## 1054 Northridge_Heights Norm Norm OneFam
## 1055 Northridge_Heights Norm Norm OneFam
## 1056 Northridge_Heights Norm Norm OneFam
## 1057 Northridge_Heights Norm Norm OneFam
## 1058 Northridge_Heights Norm Norm OneFam
## 1059 Northridge_Heights Norm Norm OneFam
## 1060 Northridge_Heights PosN Norm OneFam
## 1061 Northridge_Heights Norm Norm OneFam
## 1062 Northridge_Heights Norm Norm OneFam
## 1063 Northridge_Heights Norm Norm OneFam
## 1065 Northridge_Heights Norm Norm OneFam
## 1066 Northridge_Heights Norm Norm OneFam
## 1067 Northridge_Heights Norm Norm OneFam
## 1068 Northridge_Heights Norm Norm OneFam
## 1069 Northridge_Heights Norm Norm OneFam
## 1070 Northridge_Heights Norm Norm TwnhsE
## 1071 Northridge_Heights Norm Norm TwnhsE
## 1072 Northridge_Heights Norm Norm TwnhsE
## 1073 Northridge_Heights Norm Norm TwnhsE
## 1074 Northridge_Heights Norm Norm TwnhsE
## 1075 Northridge_Heights Norm Norm TwnhsE
## 1076 Northridge_Heights Norm Norm TwnhsE
## 1077 Northridge_Heights Norm Norm TwnhsE
## 1078 Northridge_Heights Norm Norm Twnhs
## 1079 Northridge_Heights Norm Norm Twnhs
## 1080 Northridge_Heights Norm Norm TwnhsE
## 1081 Bloomington_Heights Norm Norm TwnhsE
## 1082 Bloomington_Heights Norm Norm TwnhsE
## 1083 Bloomington_Heights Norm Norm TwnhsE
## 1084 Bloomington_Heights Norm Norm OneFam
## 1085 Bloomington_Heights Norm Norm OneFam
## 1086 Gilbert Norm Norm OneFam
## 1087 Gilbert Norm Norm OneFam
## 1088 Gilbert Norm Norm OneFam
## 1089 Gilbert Norm Norm OneFam
## 1090 Gilbert Norm Norm OneFam
## 1091 Gilbert Norm Norm OneFam
## 1092 Northridge_Heights Norm Norm TwnhsE
## 1093 Gilbert Norm Norm OneFam
## 1094 Gilbert Norm Norm OneFam
## 1095 Gilbert RRAn Norm OneFam
## 1096 Gilbert RRAn Norm OneFam
## 1097 Gilbert RRAn Norm OneFam
## 1098 Gilbert Norm Norm OneFam
## 1099 Northridge Norm Norm OneFam
## 1100 Northridge Norm Norm OneFam
## 1101 Northridge Norm Norm OneFam
## 1102 Northridge Norm Norm OneFam
## 1103 Northridge Norm Norm OneFam
## 1104 Northridge Norm Norm OneFam
## 1105 Northridge Norm Norm OneFam
## 1106 Northridge Norm Norm OneFam
## 1107 Northridge Norm Norm OneFam
## 1109 Northridge Norm Norm OneFam
## 1110 Northridge Norm Norm OneFam
## 1111 Somerset Feedr Norm OneFam
## 1112 Somerset Feedr Norm OneFam
## 1113 Somerset RRAn Norm OneFam
## 1114 Somerset RRAn Norm OneFam
## 1115 Somerset Norm Norm OneFam
## 1116 Somerset Norm Norm OneFam
## 1117 Somerset Norm Norm OneFam
## 1118 Somerset Norm Norm OneFam
## 1119 Somerset Norm Norm OneFam
## 1120 Somerset Feedr Norm OneFam
## 1121 Somerset Norm Norm OneFam
## 1122 Somerset Norm Norm OneFam
## 1123 Somerset Norm Norm OneFam
## 1124 Somerset Norm Norm OneFam
## 1125 Somerset Norm Norm OneFam
## 1126 Somerset Norm Norm OneFam
## 1127 Somerset Norm Norm OneFam
## 1128 Somerset Norm Norm OneFam
## 1129 Somerset Norm Norm OneFam
## 1130 Somerset Norm Norm OneFam
## 1131 Somerset Norm Norm OneFam
## 1132 Sawyer_West Norm Norm OneFam
## 1133 Sawyer_West Norm Norm OneFam
## 1134 Sawyer_West Norm Norm OneFam
## 1135 Sawyer_West RRAe Norm OneFam
## 1136 Sawyer_West RRAe Norm OneFam
## 1137 Sawyer_West RRAe Norm OneFam
## 1138 Sawyer_West Norm Norm OneFam
## 1139 Sawyer_West Norm Norm OneFam
## 1140 Sawyer_West Norm Norm OneFam
## 1141 Sawyer_West Norm Norm OneFam
## 1142 Sawyer_West Norm Norm OneFam
## 1143 Sawyer_West Norm Norm OneFam
## 1144 Sawyer_West Norm Norm OneFam
## 1145 Sawyer_West Norm Norm OneFam
## 1146 Sawyer_West Norm Norm OneFam
## 1148 Sawyer_West Norm Norm TwnhsE
## 1149 Sawyer_West Norm Norm TwnhsE
## 1150 Sawyer RRAe Norm OneFam
## 1151 Sawyer Norm Norm OneFam
## 1152 Sawyer Feedr Norm OneFam
## 1153 Sawyer RRAe Norm TwoFmCon
## 1154 Sawyer Norm Norm OneFam
## 1155 Sawyer Feedr Norm OneFam
## 1156 Veenker Norm Norm OneFam
## 1157 Sawyer Feedr Norm OneFam
## 1158 Northridge Norm Norm OneFam
## 1159 Northridge Norm Norm OneFam
## 1160 Somerset Norm Norm TwnhsE
## 1161 Somerset Norm Norm TwnhsE
## 1162 Somerset Norm Norm TwnhsE
## 1163 Somerset Norm Norm TwnhsE
## 1164 Somerset Norm Norm TwnhsE
## 1165 Somerset Norm Norm TwnhsE
## 1166 Somerset Norm Norm Twnhs
## 1167 Somerset Norm Norm Twnhs
## 1168 Somerset Norm Norm TwnhsE
## 1169 Somerset Norm Norm TwnhsE
## 1170 Somerset Norm Norm TwnhsE
## 1171 Somerset Norm Norm TwnhsE
## 1172 Somerset Norm Norm TwnhsE
## 1173 Somerset Norm Norm Twnhs
## 1174 Somerset Norm Norm Twnhs
## 1175 Somerset Norm Norm OneFam
## 1176 Somerset Norm Norm Twnhs
## 1177 Somerset Norm Norm Twnhs
## 1178 Somerset Norm Norm TwnhsE
## 1179 Veenker Norm Norm TwnhsE
## 1180 Veenker Norm Norm TwnhsE
## 1182 Veenker Norm Norm OneFam
## 1183 Veenker Norm Norm OneFam
## 1185 Somerset Norm Norm OneFam
## 1186 Northwest_Ames Norm Norm OneFam
## 1187 Northwest_Ames Norm Norm OneFam
## 1188 Northwest_Ames Norm Norm OneFam
## 1189 Northwest_Ames Norm Norm OneFam
## 1190 Northwest_Ames Norm Norm OneFam
## 1191 Northwest_Ames RRAn Norm Duplex
## 1192 Northwest_Ames Norm Norm OneFam
## 1193 North_Ames Feedr Norm OneFam
## 1194 North_Ames Norm Norm OneFam
## 1195 North_Ames Norm Norm OneFam
## 1196 North_Ames Norm Norm Duplex
## 1197 North_Ames Norm Norm Duplex
## 1198 Northwest_Ames Feedr Norm Duplex
## 1199 Northwest_Ames Norm Norm OneFam
## 1200 Northwest_Ames Norm Norm OneFam
## 1201 Northwest_Ames Norm Norm OneFam
## 1202 Northwest_Ames Feedr Norm OneFam
## 1203 North_Ames Norm Norm OneFam
## 1204 Northwest_Ames Feedr Norm OneFam
## 1205 North_Ames Norm Norm OneFam
## 1206 North_Ames Norm Norm OneFam
## 1207 North_Ames Norm Norm OneFam
## 1208 North_Ames Norm Norm OneFam
## 1209 North_Ames Norm Norm OneFam
## 1210 North_Ames Norm Norm OneFam
## 1211 North_Ames Norm Norm OneFam
## 1212 North_Ames Norm Norm OneFam
## 1213 North_Ames Norm Norm OneFam
## 1215 North_Ames Norm Norm OneFam
## 1216 North_Ames Norm Norm OneFam
## 1217 North_Ames Norm Norm OneFam
## 1218 North_Ames Norm Norm OneFam
## 1219 North_Ames Norm Norm OneFam
## 1223 Brookside RRAn Feedr OneFam
## 1224 North_Ames Norm Norm OneFam
## 1225 North_Ames Norm Norm OneFam
## 1226 North_Ames Norm Norm OneFam
## 1227 North_Ames Norm Norm OneFam
## 1228 North_Ames Artery Norm OneFam
## 1229 North_Ames Norm Norm OneFam
## 1230 North_Ames Norm Norm OneFam
## 1231 North_Ames Norm Norm OneFam
## 1232 North_Ames Norm Norm OneFam
## 1233 North_Ames Norm Norm OneFam
## 1234 North_Ames Norm Norm OneFam
## 1235 North_Ames Norm Norm OneFam
## 1236 North_Ames Norm Norm OneFam
## 1237 North_Ames Norm Norm OneFam
## 1238 North_Ames Norm Norm OneFam
## 1239 North_Ames Norm Norm OneFam
## 1240 North_Ames Norm Norm OneFam
## 1241 North_Ames Feedr Norm OneFam
## 1242 North_Ames Norm Norm OneFam
## 1243 North_Ames Norm Norm OneFam
## 1244 North_Ames Norm Norm OneFam
## 1245 North_Ames Norm Norm OneFam
## 1246 North_Ames Norm Norm OneFam
## 1247 North_Ames Norm Norm OneFam
## 1248 North_Ames Norm Norm OneFam
## 1249 North_Ames Norm Norm OneFam
## 1250 North_Ames Norm Norm OneFam
## 1251 North_Ames Norm Norm OneFam
## 1253 North_Ames Norm Norm OneFam
## 1254 North_Ames Norm Norm Duplex
## 1255 Old_Town Norm Norm OneFam
## 1256 Old_Town Norm Norm OneFam
## 1257 North_Ames Artery Norm OneFam
## 1258 Old_Town Norm Norm OneFam
## 1259 Old_Town Norm Norm OneFam
## 1260 Old_Town Norm Norm TwoFmCon
## 1261 North_Ames Norm Norm OneFam
## 1262 North_Ames Feedr Norm OneFam
## 1264 North_Ames Norm Norm OneFam
## 1265 North_Ames Norm Norm OneFam
## 1266 North_Ames PosA Norm OneFam
## 1267 North_Ames Norm Norm OneFam
## 1268 North_Ames Norm Norm OneFam
## 1269 North_Ames Norm Norm OneFam
## 1270 North_Ames Norm Norm OneFam
## 1271 North_Ames Norm Norm OneFam
## 1272 North_Ames Norm Norm OneFam
## 1273 North_Ames Norm Norm OneFam
## 1274 North_Ames Artery Norm OneFam
## 1275 North_Ames Feedr Norm OneFam
## 1276 North_Ames Artery Norm OneFam
## 1277 North_Ames Norm Norm OneFam
## 1278 North_Ames Artery Norm Duplex
## 1279 North_Ames Norm Norm OneFam
## 1280 North_Ames Norm Norm OneFam
## 1281 North_Ames Norm Norm OneFam
## 1282 North_Ames Norm Norm OneFam
## 1283 North_Ames PosN Norm OneFam
## 1284 Old_Town Artery Norm OneFam
## 1286 Old_Town Norm Norm OneFam
## 1287 Old_Town Artery Norm OneFam
## 1288 Old_Town Norm Norm OneFam
## 1289 Old_Town Norm Norm OneFam
## 1290 Old_Town Norm Norm OneFam
## 1291 Old_Town Norm Norm OneFam
## 1292 Old_Town Norm Norm TwoFmCon
## 1293 Old_Town Norm Norm OneFam
## 1294 Old_Town Norm Norm OneFam
## 1295 Old_Town Artery Norm OneFam
## 1296 Old_Town Norm Norm OneFam
## 1298 Old_Town Norm Norm OneFam
## 1299 Old_Town Norm Norm OneFam
## 1300 Old_Town Norm Norm OneFam
## 1301 Old_Town Norm Norm OneFam
## 1302 Old_Town Norm Norm OneFam
## 1303 Old_Town Norm Norm OneFam
## 1304 Old_Town Norm Norm OneFam
## 1305 Old_Town Norm Norm OneFam
## 1309 Old_Town Artery Norm OneFam
## 1310 Old_Town Artery Norm OneFam
## 1311 Old_Town Norm Norm OneFam
## 1312 Old_Town Norm Norm OneFam
## 1315 Old_Town Norm Norm OneFam
## 1316 Old_Town Norm Norm OneFam
## 1317 Old_Town Norm Norm TwoFmCon
## 1318 Old_Town Norm Norm OneFam
## 1320 Old_Town Norm Norm OneFam
## 1323 Old_Town Norm Norm OneFam
## 1324 Old_Town Norm Norm OneFam
## 1325 Old_Town Norm Norm OneFam
## 1326 Old_Town Norm Norm OneFam
## 1327 Old_Town Norm Norm OneFam
## 1328 Brookside Norm Norm OneFam
## 1331 Brookside Norm Norm OneFam
## 1332 Brookside Norm Norm OneFam
## 1333 Brookside Feedr Norm OneFam
## 1334 Brookside Feedr Feedr OneFam
## 1335 Brookside Norm Norm OneFam
## 1336 Brookside Norm Norm OneFam
## 1337 Brookside Norm Norm OneFam
## 1338 Brookside Norm Norm OneFam
## House_Style Overall_Qual Overall_Cond Year_Built Year_Remod_Add
## 1 One_Story Above_Average Average 1960 1960
## 2 One_Story Average Above_Average 1961 1961
## 4 One_Story Good Average 1968 1968
## 5 Two_Story Average Average 1997 1998
## 6 Two_Story Above_Average Above_Average 1998 1998
## 7 One_Story Very_Good Average 2001 2001
## 8 One_Story Very_Good Average 1992 1992
## 9 One_Story Very_Good Average 1995 1996
## 10 Two_Story Good Average 1999 1999
## 11 Two_Story Above_Average Average 1993 1994
## 12 One_Story Above_Average Good 1992 2007
## 13 Two_Story Above_Average Average 1998 1998
## 14 One_Story Good Average 1990 1990
## 15 One_Story Very_Good Average 1985 1985
## 16 Two_Story Very_Good Average 2003 2003
## 19 One_Story Below_Average Average 1951 1951
## 20 One_Story Above_Average Above_Average 1978 1988
## 21 One_Story Above_Average Above_Average 1977 1977
## 22 SFoyer Good Above_Average 1974 1974
## 23 Two_Story Good Average 2000 2000
## 24 One_Story Above_Average Good 1970 1970
## 25 One_Story Average Above_Average 1971 2008
## 26 One_Story Average Above_Average 1968 1968
## 27 One_Story Below_Average Average 1970 1970
## 29 One_Story Good Average 1999 1999
## 30 Two_Story Above_Average Average 1971 1971
## 31 Two_Story Average Average 1971 1971
## 32 Two_Story Above_Average Average 1971 1971
## 33 One_Story Above_Average Average 1977 1977
## 34 Two_Story Above_Average Above_Average 1975 1975
## 35 One_Story Good Above_Average 1975 1975
## 36 Two_Story Above_Average Average 1978 1978
## 37 Two_Story Excellent Average 2009 2010
## 38 One_Story Very_Good Average 2007 2008
## 39 One_Story Excellent Average 2009 2010
## 40 One_Story Very_Good Average 2009 2010
## 41 One_Story Good Average 2005 2005
## 42 One_Story Excellent Average 2005 2005
## 43 One_Story Very_Good Average 2005 2006
## 44 One_Story Good Average 2004 2004
## 45 One_Story Excellent Average 2009 2010
## 46 One_Story Good Average 2009 2010
## 47 One_Story Excellent Average 2003 2004
## 48 Two_Story Very_Good Average 2002 2002
## 49 One_Story Excellent Average 2005 2005
## 50 One_Story Very_Good Average 2006 2006
## 51 Two_Story Good Average 2003 2003
## 52 One_Story Above_Average Average 2005 2005
## 53 One_Story Good Average 2006 2006
## 54 One_Story Very_Good Average 2004 2005
## 55 SLvl Good Average 2004 2004
## 56 Two_Story Above_Average Average 2002 2002
## 57 Two_Story Good Average 2004 2004
## 58 SLvl Good Average 2000 2000
## 59 Two_Story Good Average 2001 2001
## 60 Two_Story Excellent Average 1999 1999
## 61 Two_Story Very_Good Average 1998 1998
## 62 One_Story Good Average 1996 1996
## 63 Two_Story Very_Good Average 1994 1995
## 64 Two_Story Very_Good Good 1999 2007
## 65 Two_Story Good Average 1998 1998
## 66 One_and_Half_Fin Very_Good Average 1995 1996
## 67 One_Story Very_Good Average 2005 2006
## 68 One_Story Good Average 2009 2010
## 70 One_Story Very_Good Average 2008 2008
## 71 Two_Story Good Average 2004 2005
## 72 One_Story Above_Average Average 2005 2005
## 73 Two_Story Good Average 2004 2004
## 74 Two_Story Good Average 2004 2004
## 75 Two_Story Good Average 1994 2002
## 76 One_Story Above_Average Average 1980 1980
## 77 Two_Story Above_Average Average 1992 1992
## 78 One_Story Above_Average Average 1979 1979
## 79 One_Story Above_Average Average 1984 1984
## 81 One_Story Above_Average Average 1984 1985
## 82 Two_Story Above_Average Above_Average 1980 1981
## 83 One_Story Average Average 1920 1950
## 84 One_and_Half_Fin Above_Average Average 1978 1978
## 85 SFoyer Average Good 1961 1995
## 86 One_Story Average Very_Good 1965 2009
## 87 One_Story Average Average 1967 1967
## 88 One_Story Average Average 1963 1963
## 89 One_Story Average Very_Good 1962 2010
## 91 Two_Story Good Average 1992 1992
## 92 Two_Story Very_Good Average 1993 1993
## 93 Two_Story Very_Good Average 1992 1993
## 94 One_Story Good Average 2004 2005
## 95 Two_Story Good Average 2004 2004
## 96 Two_Story Good Average 2004 2004
## 97 Two_Story Good Average 2004 2005
## 98 Two_Story Good Average 2004 2005
## 99 Two_Story Above_Average Average 2005 2005
## 100 One_Story Good Average 2009 2009
## 101 Two_Story Above_Average Average 2000 2000
## 102 Two_Story Above_Average Average 2000 2000
## 103 Two_Story Good Average 1999 1999
## 104 Two_Story Good Average 2003 2003
## 106 Two_Story Very_Good Average 2000 2000
## 109 Two_Story Above_Average Very_Good 1976 2005
## 110 One_Story Good Average 2002 2002
## 111 One_Story Above_Average Above_Average 1967 1967
## 112 Two_Story Above_Average Average 1993 1993
## 113 One_Story Above_Average Good 1977 2001
## 114 One_and_Half_Fin Above_Average Average 1978 1978
## 115 Two_Story Good Average 1988 1988
## 116 One_Story Above_Average Good 1972 2006
## 117 Two_Story Above_Average Above_Average 1971 1971
## 118 One_Story Average Average 1966 1966
## 119 One_Story Above_Average Average 1963 1963
## 120 One_Story Below_Average Average 1959 1959
## 121 One_Story Average Average 1966 1966
## 122 One_Story Average Above_Average 1967 1967
## 123 SLvl Above_Average Average 1964 1964
## 124 SLvl Average Good 1964 1964
## 125 SFoyer Above_Average Good 1963 1963
## 127 One_Story Average Above_Average 1950 1996
## 128 One_and_Half_Fin Average Good 1952 2002
## 129 One_and_Half_Fin Above_Average Above_Average 1949 1950
## 130 One_Story Average Good 1958 2008
## 132 One_Story Average Average 1954 1954
## 133 SLvl Above_Average Above_Average 1955 1972
## 134 One_Story Average Above_Average 1954 1954
## 135 SFoyer Above_Average Very_Good 1966 2008
## 136 Two_Story Average Average 1960 1960
## 137 One_Story Good Average 1970 1989
## 138 One_Story Above_Average Above_Average 1966 2002
## 139 One_Story Average Average 1958 1958
## 140 One_Story Good Average 2003 2009
## 141 One_Story Average Average 1959 1959
## 142 One_Story Average Average 1959 1959
## 143 One_Story Average Above_Average 1957 1957
## 144 One_Story Above_Average Above_Average 1959 1959
## 145 One_Story Average Average 1959 1959
## 146 One_Story Average Average 1960 1960
## 147 One_Story Average Average 1959 1959
## 148 One_Story Above_Average Average 1959 1959
## 149 One_and_Half_Fin Below_Average Average 1956 1956
## 150 One_Story Average Good 1952 1952
## 151 One_Story Average Above_Average 1955 1955
## 152 One_Story Average Average 1958 1958
## 153 One_Story Average Good 1953 2007
## 154 One_Story Below_Average Good 1920 1994
## 155 One_Story Average Good 1955 2007
## 156 One_Story Average Good 1954 2003
## 157 One_Story Average Good 1956 2000
## 158 One_and_Half_Fin Above_Average Average 1948 1950
## 159 SFoyer Above_Average Average 1980 1980
## 160 One_Story Average Good 1959 2006
## 162 One_and_Half_Fin Above_Average Very_Good 1948 2004
## 163 One_Story Average Good 1959 1994
## 164 One_and_Half_Fin Average Below_Average 1952 1952
## 165 One_Story Average Good 1951 2000
## 166 One_Story Above_Average Above_Average 1962 1962
## 167 One_Story Average Above_Average 1960 1960
## 168 One_Story Above_Average Good 1963 1984
## 169 Two_Story Above_Average Average 1966 1966
## 170 One_and_Half_Fin Below_Average Average 1900 1954
## 171 One_and_Half_Fin Below_Average Good 1910 2004
## 172 One_Story Average Good 1920 1950
## 173 One_Story Average Above_Average 1927 1950
## 174 One_Story Average Good 1957 1957
## 175 Two_Story Fair Above_Average 1915 1950
## 176 One_Story Below_Average Above_Average 1945 1950
## 177 One_Story Average Good 1940 1992
## 178 One_and_Half_Fin Average Good 1929 2001
## 179 One_and_Half_Fin Above_Average Good 1938 2000
## 180 One_and_Half_Fin Average Good 1948 2009
## 181 One_and_Half_Fin Average Above_Average 1920 1962
## 183 One_Story Above_Average Very_Good 1928 2003
## 184 Two_Story Very_Good Excellent 1900 2003
## 185 One_and_Half_Fin Average Above_Average 1915 1950
## 186 Two_Story Very_Good Excellent 1890 2002
## 188 One_Story Above_Average Good 1957 1996
## 189 Two_Story Below_Average Good 1910 1950
## 190 Two_Story Below_Average Above_Average 1885 1950
## 191 Two_Story Above_Average Good 1922 1994
## 192 One_and_Half_Fin Average Above_Average 1950 1997
## 193 Two_and_Half_Unf Good Good 1922 2005
## 194 One_Story Below_Average Good 1925 1950
## 195 One_and_Half_Fin Above_Average Good 1939 1950
## 196 One_and_Half_Fin Above_Average Above_Average 1940 1950
## 197 One_and_Half_Fin Average Above_Average 1942 1950
## 198 One_and_Half_Fin Above_Average Good 1948 1950
## 199 One_and_Half_Fin Average Good 1936 1980
## 200 One_and_Half_Fin Average Average 1930 1950
## 201 One_Story Above_Average Average 1923 1950
## 202 Two_Story Good Above_Average 1921 1950
## 203 One_and_Half_Fin Below_Average Average 1915 1950
## 204 Two_Story Above_Average Very_Good 1912 2009
## 205 Two_Story Above_Average Very_Good 1920 1993
## 208 Two_Story Average Excellent 1900 1996
## 209 Two_Story Good Good 1940 1950
## 210 One_Story Average Average 1959 1959
## 212 One_and_Half_Fin Average Below_Average 1915 1950
## 213 One_and_Half_Fin Above_Average Average 1940 1950
## 215 One_and_Half_Fin Average Good 1910 1950
## 216 One_and_Half_Fin Average Very_Good 1875 1996
## 217 One_Story Below_Average Fair 1967 1967
## 218 One_Story Below_Average Average 1968 1968
## 219 One_Story Average Below_Average 1965 1965
## 220 One_Story Average Above_Average 1957 1996
## 221 One_Story Average Average 1967 1967
## 222 One_Story Average Very_Good 1968 2001
## 223 One_Story Average Good 1966 2008
## 224 Two_Story Above_Average Good 1969 1969
## 225 One_Story Average Average 1968 1968
## 226 SFoyer Average Average 1978 1978
## 227 Two_Story Average Average 1968 1968
## 228 Two_Story Above_Average Average 1978 1978
## 229 Two_Story Good Average 1996 1997
## 230 One_Story Good Good 1977 2001
## 231 One_Story Below_Average Below_Average 1927 1950
## 232 One_Story Below_Average Good 1950 1995
## 234 Two_Story Above_Average Average 1978 1992
## 235 One_and_Half_Fin Fair Below_Average 1938 1990
## 236 One_Story Average Average 1920 1950
## 237 One_Story Above_Average Good 1950 1987
## 238 One_Story Average Above_Average 1956 1956
## 239 One_and_Half_Fin Below_Average Above_Average 1947 1979
## 240 One_Story Average Good 1954 1998
## 241 One_Story Above_Average Average 2009 2009
## 243 One_Story Average Fair 1964 1964
## 244 One_Story Below_Average Good 1946 2006
## 245 Two_Story Above_Average Average 1985 1985
## 246 One_Story Good Average 1987 1987
## 247 Two_Story Above_Average Good 1993 1993
## 248 Two_Story Good Average 1993 1994
## 249 SFoyer Above_Average Above_Average 1992 1992
## 250 One_Story Very_Good Average 2008 2008
## 251 One_Story Good Average 2006 2006
## 252 One_Story Good Average 2009 2009
## 253 One_Story Good Average 2010 2010
## 254 Two_Story Good Average 1990 1990
## 255 One_and_Half_Fin Above_Average Very_Good 1900 1993
## 256 SLvl Above_Average Good 1971 1971
## 257 SFoyer Average Average 1996 1996
## 258 Two_Story Good Average 1997 1998
## 259 Two_Story Above_Average Average 1998 1998
## 260 One_Story Average Very_Good 1977 2004
## 261 Two_Story Above_Average Good 1977 1977
## 262 One_Story Average Above_Average 1976 1976
## 263 One_Story Average Above_Average 1972 1972
## 264 One_Story Very_Good Average 2003 2003
## 265 One_Story Very_Good Average 2001 2002
## 266 Two_Story Good Above_Average 2003 2003
## 267 Two_Story Good Average 1997 1997
## 268 One_Story Good Average 1998 1998
## 269 One_Story Above_Average Average 2003 2003
## 270 One_Story Above_Average Average 2004 2004
## 271 One_Story Very_Good Average 2003 2003
## 272 One_Story Good Average 2004 2005
## 273 One_Story Good Average 2004 2004
## 274 One_Story Fair Above_Average 1945 2007
## 277 One_Story Average Above_Average 1968 1968
## 278 One_and_Half_Fin Below_Average Average 1948 1950
## 279 SLvl Above_Average Above_Average 1975 1975
## 280 SLvl Above_Average Average 1976 1976
## 281 One_Story Below_Average Average 1958 1958
## 282 One_Story Below_Average Average 2003 2004
## 283 One_and_Half_Fin Above_Average Below_Average 1945 1950
## 285 One_Story Average Above_Average 1957 2002
## 286 One_Story Average Above_Average 1924 1999
## 287 Two_Story Above_Average Below_Average 1915 1950
## 288 One_Story Fair Fair 1914 1950
## 289 One_and_Half_Fin Average Above_Average 1924 1950
## 290 One_Story Above_Average Above_Average 1939 1950
## 293 One_and_Half_Fin Above_Average Good 1919 1990
## 294 One_and_Half_Fin Good Above_Average 1941 1985
## 295 Two_Story Average Above_Average 1950 1991
## 296 Two_Story Good Excellent 1941 2006
## 297 One_Story Good Very_Good 1959 2002
## 298 SLvl Good Above_Average 1994 2007
## 299 One_Story Very_Good Above_Average 1989 1989
## 300 One_Story Very_Good Average 1989 1989
## 301 One_Story Good Very_Good 1959 1997
## 302 One_and_Half_Fin Below_Average Very_Good 1922 2007
## 304 One_and_Half_Fin Above_Average Average 1921 1975
## 305 One_and_Half_Fin Below_Average Below_Average 1920 1950
## 306 One_and_Half_Fin Below_Average Good 1900 1950
## 307 One_Story Average Average 1952 1952
## 308 One_Story Below_Average Good 1896 1950
## 309 One_Story Very_Good Average 2004 2005
## 310 Two_Story Very_Good Average 1998 1999
## 311 SLvl Above_Average Good 1977 1977
## 312 One_Story Good Average 2003 2003
## 313 SLvl Above_Average Average 1976 1976
## 314 One_Story Above_Average Average 1976 1976
## 315 One_Story Average Average 1948 1950
## 316 One_Story Good Average 2008 2008
## 317 One_Story Good Average 2009 2010
## 318 Two_Story Average Average 2006 2007
## 319 Two_Story Very_Good Average 2009 2010
## 320 Two_Story Good Average 2002 2003
## 321 Two_Story Very_Good Average 2002 2002
## 322 One_Story Excellent Average 2008 2009
## 323 One_Story Average Average 1965 1977
## 324 One_Story Average Average 2004 2005
## 325 Two_Story Above_Average Average 1971 1971
## 326 One_Story Average Average 1999 1999
## 327 Two_Story Below_Average Average 1973 1973
## 328 One_Story Average Above_Average 1973 1973
## 329 Two_Story Average Fair 1976 1976
## 330 Two_Story Below_Average Good 1970 1970
## 331 SFoyer Below_Average Above_Average 1972 1972
## 332 Two_Story Below_Average Below_Average 1970 1970
## 333 Two_Story Below_Average Above_Average 1972 1972
## 334 One_Story Average Good 1971 2004
## 335 One_Story Average Good 1962 1962
## 336 One_Story Average Good 1984 1984
## 338 Two_Story Average Average 1991 1991
## 339 One_and_Half_Fin Average Average 1969 1969
## 340 One_Story Very_Good Average 1994 1995
## 341 Two_Story Above_Average Average 1993 1994
## 342 One_Story Above_Average Average 1956 1956
## 343 One_Story Above_Average Average 1974 1974
## 344 SLvl Very_Good Good 1972 1995
## 345 Two_Story Above_Average Average 1997 1997
## 346 Two_Story Very_Good Average 2003 2003
## 347 SLvl Good Average 1996 1997
## 348 One_Story Excellent Average 2006 2007
## 349 SLvl Good Average 1995 1996
## 350 One_Story Very_Good Average 2004 2005
## 351 One_Story Very_Good Average 2000 2000
## 352 One_Story Very_Good Average 1998 1998
## 353 One_Story Very_Good Average 1995 1996
## 354 SLvl Good Average 1998 1998
## 355 Two_Story Good Average 1998 1998
## 356 Two_Story Above_Average Average 1998 1999
## 357 Two_Story Above_Average Good 1993 1994
## 358 Two_Story Above_Average Very_Good 1993 1993
## 359 Two_Story Above_Average Average 1994 1995
## 360 One_Story Above_Average Average 1993 1993
## 361 Two_Story Above_Average Average 1992 1993
## 362 Two_Story Above_Average Average 1994 1995
## 363 One_Story Above_Average Above_Average 1992 1992
## 364 Two_Story Good Average 1999 1999
## 365 One_Story Good Average 1990 1990
## 366 One_Story Very_Good Average 1984 1984
## 367 One_Story Excellent Average 2008 2009
## 368 One_Story Very_Good Average 2008 2008
## 369 One_Story Good Average 2005 2005
## 370 Two_Story Average Above_Average 1977 1977
## 371 Two_Story Good Good 1980 1980
## 372 One_Story Above_Average Average 1979 1998
## 373 One_Story Good Average 1977 1977
## 374 One_Story Above_Average Good 1977 2000
## 376 One_Story Above_Average Above_Average 1978 1986
## 377 Two_Story Good Good 1980 1991
## 378 SLvl Good Average 1980 1980
## 379 One_Story Above_Average Average 1978 1998
## 381 One_Story Good Average 1978 1978
## 382 One_Story Good Average 1976 1976
## 383 Two_Story Average Good 1976 1976
## 384 Two_Story Good Average 2003 2003
## 385 Two_Story Very_Good Average 2009 2009
## 387 Two_Story Very_Good Average 2002 2002
## 388 One_Story Average Good 1975 1975
## 389 One_Story Above_Average Above_Average 1974 1974
## 390 One_Story Good Average 1975 1975
## 391 One_Story Above_Average Average 1974 1974
## 392 SLvl Above_Average Above_Average 1972 1972
## 393 Two_Story Average Average 1974 1974
## 394 One_Story Average Above_Average 1970 1970
## 395 One_Story Above_Average Very_Good 1969 2005
## 396 One_Story Average Average 1970 1970
## 397 One_Story Average Good 1971 1971
## 398 One_Story Below_Average Above_Average 1970 1970
## 399 One_Story Below_Average Above_Average 1970 1970
## 400 One_Story Below_Average Good 1970 1970
## 401 One_Story Below_Average Above_Average 1971 1971
## 402 One_Story Below_Average Good 1971 2006
## 403 Two_Story Above_Average Average 1973 1973
## 404 Two_Story Average Above_Average 1970 1970
## 405 Two_Story Average Average 1971 1971
## 406 Two_Story Above_Average Above_Average 1972 1972
## 407 Two_Story Above_Average Very_Good 1972 2007
## 408 Two_Story Average Good 1972 1972
## 409 One_Story Above_Average Above_Average 1976 1976
## 410 Two_Story Above_Average Average 1976 1976
## 411 Two_Story Above_Average Above_Average 1976 1976
## 412 One_Story Good Average 1975 1975
## 413 Two_Story Above_Average Average 1974 1974
## 414 Two_Story Above_Average Average 1977 1977
## 415 Two_Story Above_Average Average 1978 1978
## 416 Two_Story Above_Average Above_Average 1978 1978
## 417 Two_Story Above_Average Average 1978 1978
## 418 One_Story Good Above_Average 1976 1976
## 419 One_Story Average Average 1967 1967
## 420 One_Story Average Good 1966 2004
## 421 One_Story Very_Excellent Average 2006 2007
## 422 Two_Story Excellent Average 2007 2007
## 423 Two_Story Excellent Average 2008 2009
## 424 One_Story Very_Excellent Average 2008 2008
## 425 One_Story Excellent Average 2006 2007
## 426 One_Story Very_Good Average 2007 2007
## 427 One_Story Very_Good Average 2008 2009
## 428 Two_Story Excellent Average 2009 2009
## 429 Two_Story Excellent Average 2008 2008
## 430 One_Story Excellent Average 2008 2008
## 431 One_Story Very_Excellent Average 2009 2009
## 434 Two_Story Excellent Average 2008 2009
## 435 One_Story Excellent Average 2008 2008
## 436 One_Story Very_Good Average 2004 2005
## 437 Two_Story Very_Good Average 2007 2007
## 438 One_Story Very_Good Average 2006 2006
## 440 One_Story Very_Good Average 2004 2005
## 441 One_Story Excellent Average 2006 2006
## 442 One_Story Excellent Average 2008 2008
## 443 Two_Story Excellent Average 2004 2005
## 444 One_Story Very_Good Average 2004 2005
## 445 One_Story Very_Good Average 2003 2004
## 446 One_Story Good Average 2003 2004
## 447 One_Story Good Average 2009 2009
## 448 One_Story Very_Excellent Average 2003 2003
## 449 One_Story Excellent Average 2003 2003
## 450 Two_Story Very_Good Average 2003 2004
## 451 One_Story Very_Good Average 2006 2006
## 452 One_Story Above_Average Average 2005 2005
## 453 One_Story Above_Average Average 2005 2005
## 454 One_Story Above_Average Average 2005 2005
## 455 One_Story Good Average 2007 2008
## 456 One_Story Good Average 2007 2008
## 457 One_Story Very_Excellent Average 2004 2005
## 458 One_Story Very_Good Average 2003 2004
## 459 One_Story Excellent Average 2008 2009
## 460 One_Story Excellent Average 2008 2008
## 461 One_Story Very_Good Average 2002 2003
## 462 One_Story Very_Good Average 2006 2006
## 463 One_Story Good Average 2003 2003
## 464 Two_Story Good Average 2003 2004
## 465 Two_Story Good Average 2005 2005
## 466 Two_Story Above_Average Average 2005 2006
## 467 Two_Story Above_Average Average 2005 2005
## 468 Two_Story Above_Average Average 2005 2005
## 469 One_Story Good Average 2007 2007
## 470 One_Story Good Average 2007 2007
## 471 One_Story Good Average 2005 2006
## 472 One_Story Good Average 2005 2006
## 473 One_Story Good Average 2005 2006
## 474 One_Story Good Average 2005 2006
## 475 Two_Story Good Average 2004 2005
## 477 SLvl Good Average 2004 2005
## 478 Two_Story Good Average 2004 2005
## 479 SLvl Very_Good Average 2002 2002
## 480 Two_Story Good Average 2004 2004
## 481 Two_Story Good Average 2003 2003
## 482 Two_Story Good Average 2003 2003
## 484 Two_Story Good Average 2000 2000
## 485 Two_Story Very_Good Average 2002 2002
## 486 Two_Story Above_Average Average 2000 2000
## 487 SLvl Good Average 2004 2004
## 488 Two_Story Above_Average Average 2000 2000
## 489 Two_Story Above_Average Average 2000 2000
## 490 SLvl Good Average 1999 2000
## 492 Two_Story Above_Average Average 1999 1999
## 494 SLvl Good Above_Average 1999 1999
## 495 Two_Story Very_Good Average 1999 1999
## 496 Two_Story Very_Good Average 1995 1996
## 497 Two_Story Very_Good Average 2000 2000
## 498 Two_Story Very_Good Average 1998 1998
## 499 Two_Story Very_Good Average 1998 1999
## 500 Two_Story Good Average 1996 1997
## 501 One_Story Very_Good Average 1994 1995
## 502 Two_Story Good Average 1993 1993
## 503 Two_Story Good Average 1995 1996
## 504 Two_Story Very_Good Average 1993 1994
## 505 Two_Story Very_Good Good 1994 2005
## 506 Two_Story Good Above_Average 1994 1994
## 507 One_Story Very_Good Average 2008 2009
## 508 One_Story Very_Good Average 2008 2008
## 509 One_Story Very_Good Average 2008 2008
## 510 One_Story Very_Good Average 2008 2009
## 511 One_Story Very_Good Average 2007 2007
## 512 One_Story Very_Good Average 2006 2006
## 513 Two_Story Good Average 2005 2005
## 515 Two_Story Good Average 2009 2009
## 516 Two_Story Very_Good Average 2008 2008
## 517 One_Story Above_Average Average 2009 2009
## 518 One_Story Good Average 2008 2009
## 519 One_Story Very_Good Average 2009 2009
## 520 One_Story Good Average 2008 2008
## 521 One_Story Excellent Average 2007 2008
## 522 One_Story Excellent Average 2009 2009
## 523 One_Story Very_Good Average 2006 2007
## 524 Two_Story Very_Excellent Average 2008 2008
## 525 Two_Story Very_Good Average 2006 2006
## 526 Two_Story Very_Good Average 2005 2006
## 527 Two_Story Good Average 2006 2007
## 528 One_Story Very_Good Average 2008 2009
## 529 One_Story Good Average 2006 2007
## 530 Two_Story Good Average 2003 2004
## 531 One_Story Good Average 2004 2005
## 532 One_Story Good Average 2003 2004
## 533 Two_Story Good Average 2003 2003
## 534 One_Story Good Above_Average 2007 2007
## 535 One_Story Good Average 2006 2006
## 536 One_Story Above_Average Average 2004 2004
## 537 Two_Story Good Average 2004 2004
## 538 One_Story Very_Good Average 2004 2004
## 539 One_Story Good Average 2003 2003
## 540 One_Story Good Average 2004 2005
## 541 One_Story Average Average 2004 2004
## 542 One_Story Average Average 2003 2004
## 543 One_Story Good Average 2008 2009
## 544 Two_Story Good Average 1996 1997
## 545 One_Story Very_Good Average 2005 2006
## 546 One_Story Good Average 2001 2001
## 547 Two_Story Above_Average Above_Average 1992 1992
## 548 Two_Story Above_Average Above_Average 1980 1980
## 549 One_Story Above_Average Average 1990 1991
## 550 Two_Story Good Average 1994 1994
## 551 Two_Story Above_Average Good 1986 1986
## 552 Two_Story Above_Average Good 1981 1981
## 553 One_Story Below_Average Below_Average 1950 1950
## 554 One_and_Half_Unf Above_Average Fair 1928 1950
## 555 One_Story Average Average 1962 1962
## 556 One_Story Average Above_Average 1977 1977
## 557 One_Story Average Above_Average 1961 1961
## 558 One_Story Average Average 1961 1961
## 560 One_Story Average Very_Good 1963 1995
## 561 One_Story Average Above_Average 1961 1983
## 562 One_Story Average Average 1965 1965
## 563 One_Story Average Above_Average 1962 1962
## 564 One_Story Very_Good Very_Good 1980 1980
## 565 Two_Story Good Very_Good 1991 2008
## 566 Two_Story Good Average 2004 2005
## 567 Two_Story Above_Average Average 2009 2009
## 568 Two_Story Above_Average Average 2009 2009
## 569 One_Story Above_Average Average 2008 2008
## 570 One_Story Above_Average Average 2008 2008
## 571 Two_Story Above_Average Average 1999 1999
## 572 Two_Story Above_Average Average 2000 2000
## 573 Two_Story Good Average 1999 1999
## 574 Two_Story Very_Good Average 1999 2000
## 575 One_Story Very_Good Excellent 1977 2008
## 577 One_Story Good Average 1981 1981
## 578 SLvl Very_Good Average 1976 1976
## 579 One_Story Below_Average Below_Average 1976 1993
## 580 Two_Story Above_Average Above_Average 1968 1968
## 581 One_Story Above_Average Above_Average 1970 1970
## 582 One_Story Above_Average Good 1968 1968
## 583 Two_Story Good Above_Average 1973 1973
## 584 Two_Story Good Above_Average 1974 1974
## 585 Two_Story Above_Average Above_Average 1972 1972
## 586 Two_Story Above_Average Good 1967 1997
## 587 SLvl Above_Average Average 1967 1976
## 588 One_Story Average Average 1969 1969
## 589 One_Story Above_Average Average 1969 1969
## 590 Two_Story Good Good 1977 1992
## 591 One_Story Above_Average Average 1977 1977
## 592 One_Story Good Average 1998 1999
## 593 Two_Story Very_Good Above_Average 2001 2001
## 594 One_Story Average Above_Average 1967 1967
## 595 One_Story Average Average 1967 1967
## 596 One_Story Average Above_Average 1965 1965
## 597 Two_Story Good Average 1974 1974
## 598 SFoyer Above_Average Average 1971 1971
## 599 One_Story Above_Average Average 1967 1967
## 600 One_Story Below_Average Good 1960 1960
## 601 One_Story Average Good 1959 1959
## 603 One_Story Below_Average Average 1957 1957
## 604 One_Story Average Above_Average 1956 1956
## 605 One_Story Average Average 1958 1958
## 606 One_Story Above_Average Above_Average 1964 1964
## 607 One_Story Average Above_Average 1961 1995
## 608 One_Story Average Average 1964 1964
## 609 One_Story Average Above_Average 1966 1966
## 610 Two_Story Average Above_Average 1965 1965
## 611 SLvl Above_Average Above_Average 1964 1964
## 612 One_Story Average Above_Average 1959 1959
## 613 SLvl Above_Average Above_Average 1961 1961
## 614 One_Story Average Average 1955 1955
## 615 One_Story Below_Average Good 1940 1950
## 616 One_and_Half_Fin Average Below_Average 1950 1950
## 617 One_Story Above_Average Below_Average 1953 1953
## 619 One_Story Above_Average Average 1953 1953
## 620 One_Story Average Above_Average 1956 1956
## 621 One_and_Half_Fin Above_Average Very_Good 1950 2005
## 622 One_Story Average Good 1950 2007
## 623 One_Story Average Average 1967 1967
## 624 One_Story Above_Average Above_Average 1961 1961
## 625 One_Story Above_Average Average 1963 1963
## 626 One_Story Above_Average Very_Good 1966 2008
## 627 Two_Story Good Above_Average 1965 1990
## 628 Two_Story Above_Average Above_Average 1968 1968
## 630 One_and_Half_Fin Below_Average Below_Average 1920 2007
## 631 One_Story Average Good 1956 1956
## 632 One_Story Above_Average Fair 1957 1957
## 633 One_Story Good Above_Average 1960 1960
## 634 One_Story Above_Average Very_Good 1959 1998
## 635 One_Story Above_Average Above_Average 1958 1988
## 636 One_Story Above_Average Good 1958 1998
## 637 One_Story Average Average 1956 1956
## 638 One_Story Average Average 1955 1955
## 639 One_Story Below_Average Average 1956 1956
## 640 SLvl Above_Average Average 1962 1962
## 641 One_Story Average Above_Average 1954 1990
## 642 One_Story Average Below_Average 1958 1958
## 643 One_Story Above_Average Good 1954 1954
## 644 One_Story Average Above_Average 1953 1953
## 645 One_Story Average Average 1951 1951
## 646 One_Story Below_Average Average 1955 1955
## 647 One_Story Average Good 1951 2000
## 648 One_Story Average Above_Average 1945 1950
## 649 One_Story Average Very_Good 1952 2005
## 650 One_Story Average Average 1953 1953
## 652 Two_Story Good Good 1948 1999
## 653 One_Story Average Above_Average 1950 1950
## 654 One_Story Above_Average Above_Average 1948 2002
## 655 One_Story Fair Average 1958 1958
## 656 One_and_Half_Fin Average Good 1916 1987
## 657 Two_Story Average Good 1939 2006
## 658 Two_Story Below_Average Very_Good 1900 2003
## 659 One_Story Average Very_Good 1924 2006
## 660 One_Story Average Good 1925 1950
## 661 One_and_Half_Fin Below_Average Average 1915 1950
## 662 Two_Story Good Excellent 1910 2008
## 663 One_Story Poor Average 1940 1950
## 665 One_Story Average Good 1920 1950
## 666 One_Story Fair Average 1890 1998
## 667 Two_Story Above_Average Average 1969 1969
## 668 One_Story Above_Average Good 1963 1963
## 669 One_Story Above_Average Below_Average 1967 1967
## 670 Two_Story Average Average 1969 1969
## 671 One_Story Above_Average Excellent 1958 2007
## 672 One_Story Above_Average Above_Average 1957 1957
## 673 One_Story Average Good 1957 2000
## 674 One_Story Above_Average Average 1960 1960
## 675 One_Story Above_Average Above_Average 1958 1958
## 678 One_and_Half_Fin Above_Average Average 1950 1950
## 680 One_and_Half_Fin Average Below_Average 1950 1982
## 681 One_Story Average Above_Average 1958 1958
## 682 One_Story Average Above_Average 1958 1965
## 683 One_Story Average Good 1952 1952
## 684 SLvl Average Average 1959 1959
## 685 One_Story Average Average 1959 1959
## 686 One_and_Half_Fin Below_Average Good 1949 1996
## 687 One_and_Half_Fin Above_Average Good 1948 1994
## 688 Two_Story Above_Average Average 1964 1964
## 689 SFoyer Average Good 1978 1978
## 690 One_Story Above_Average Above_Average 1963 1963
## 691 One_Story Average Average 1962 1962
## 692 One_and_Half_Fin Above_Average Very_Good 1926 2004
## 693 Two_Story Average Above_Average 1910 1981
## 694 One_and_Half_Fin Above_Average Very_Good 1935 1998
## 695 Two_Story Above_Average Average 1910 1950
## 696 One_and_Half_Fin Average Above_Average 1941 1950
## 697 One_and_Half_Fin Average Very_Good 1910 2003
## 698 Two_Story Average Very_Good 1910 2002
## 699 Two_Story Average Above_Average 1939 1950
## 700 Two_Story Average Below_Average 1892 1965
## 702 Two_Story Average Average 1952 1952
## 703 Two_Story Good Very_Good 1946 1992
## 704 One_and_Half_Fin Average Average 1910 1950
## 705 One_Story Below_Average Below_Average 1953 1953
## 706 One_and_Half_Fin Average Good 1950 1970
## 707 One_and_Half_Fin Average Below_Average 1954 1954
## 709 One_Story Poor Below_Average 1940 1950
## 711 One_Story Average Very_Good 1938 1996
## 712 One_Story Average Very_Good 1923 1950
## 713 Two_Story Below_Average Average 1920 2008
## 714 Two_Story Below_Average Below_Average 1910 1950
## 715 One_and_Half_Fin Average Good 1947 1950
## 717 Two_Story Good Good 1880 2003
## 718 Two_Story Above_Average Good 1900 1950
## 719 Two_Story Above_Average Good 1917 2007
## 720 Two_Story Very_Good Excellent 1882 1986
## 721 One_Story Below_Average Fair 1910 1950
## 722 Two_Story Good Excellent 1920 1988
## 724 One_and_Half_Fin Average Above_Average 1890 1996
## 726 Two_Story Above_Average Good 1910 2002
## 727 One_Story Below_Average Average 1920 1950
## 728 One_Story Fair Fair 1900 1950
## 729 Two_Story Average Above_Average 1923 2004
## 730 One_Story Above_Average Above_Average 1923 1950
## 731 One_and_Half_Fin Good Good 1925 2007
## 732 One_and_Half_Fin Average Good 1930 1982
## 734 One_and_Half_Fin Below_Average Above_Average 1936 1950
## 735 One_and_Half_Fin Above_Average Excellent 1937 2000
## 736 One_and_Half_Fin Average Very_Good 1925 1997
## 737 One_and_Half_Fin Above_Average Above_Average 1939 1950
## 738 One_and_Half_Fin Average Average 1924 1950
## 739 One_and_Half_Unf Above_Average Good 1926 2004
## 740 One_Story Average Average 1924 1950
## 741 One_and_Half_Fin Average Above_Average 1936 1950
## 742 One_and_Half_Fin Below_Average Good 1935 1995
## 744 One_Story Average Good 1931 1993
## 745 One_Story Average Above_Average 1925 1999
## 746 One_and_Half_Fin Average Above_Average 1938 1950
## 747 One_Story Average Average 1925 1950
## 748 Two_and_Half_Unf Above_Average Above_Average 1916 1994
## 749 Two_Story Good Very_Good 1910 1993
## 750 Two_Story Above_Average Above_Average 1915 1950
## 751 Two_Story Good Very_Good 1915 2005
## 752 Two_Story Good Very_Good 1915 1994
## 755 Two_Story Above_Average Average 1927 1950
## 756 One_and_Half_Fin Below_Average Average 1925 1950
## 757 Two_Story Above_Average Good 1915 2002
## 758 Two_and_Half_Unf Good Average 1902 2000
## 759 One_and_Half_Fin Above_Average Above_Average 1927 1950
## 760 SFoyer Below_Average Above_Average 1923 1950
## 761 Two_Story Above_Average Good 1915 1965
## 762 One_Story Below_Average Excellent 1946 2001
## 763 One_Story Average Average 1987 1988
## 764 One_Story Average Average 1987 1988
## 765 SFoyer Average Average 1978 1978
## 767 Two_Story Above_Average Above_Average 1925 1950
## 769 SLvl Average Above_Average 1963 1999
## 770 One_Story Average Above_Average 1963 1963
## 771 Two_Story Above_Average Average 1978 1978
## 772 One_Story Average Above_Average 1967 1967
## 773 One_Story Average Good 1967 2004
## 774 SFoyer Above_Average Average 1978 1978
## 775 SFoyer Average Average 1982 1982
## 776 SFoyer Average Above_Average 1982 1982
## 777 One_Story Average Average 1962 1962
## 778 SLvl Average Average 1961 1961
## 779 SLvl Above_Average Average 1960 1960
## 780 SLvl Average Average 1956 1956
## 782 One_and_Half_Fin Below_Average Average 1957 1989
## 783 One_Story Average Very_Good 1968 2003
## 784 One_Story Below_Average Above_Average 1956 1956
## 785 One_Story Below_Average Average 1940 1950
## 786 One_Story Average Average 1955 1993
## 787 One_Story Fair Average 1955 1955
## 788 One_Story Below_Average Average 1954 1954
## 789 One_Story Above_Average Average 1956 1956
## 790 One_Story Average Average 1956 1956
## 792 Two_Story Above_Average Good 1946 1950
## 793 One_Story Below_Average Above_Average 1941 1950
## 794 One_Story Average Above_Average 1954 1954
## 795 One_Story Below_Average Fair 1957 1957
## 796 One_Story Average Average 1984 1984
## 797 One_and_Half_Fin Average Below_Average 1949 2008
## 798 One_and_Half_Fin Above_Average Average 1939 1950
## 800 SLvl Good Above_Average 1990 1991
## 801 SLvl Above_Average Average 1983 1983
## 802 One_and_Half_Fin Very_Good Very_Good 1983 2009
## 803 One_Story Good Good 1990 1991
## 804 Two_Story Good Average 1993 1993
## 805 Two_Story Good Average 1993 1994
## 806 Two_Story Very_Good Average 1995 1995
## 807 Two_Story Average Good 1880 2007
## 808 One_Story Average Average 1979 1979
## 809 SFoyer Average Average 1979 1979
## 810 Two_Story Average Average 1979 1979
## 811 One_Story Average Average 1979 1979
## 812 One_Story Average Average 1979 1979
## 813 Two_Story Average Average 1979 1979
## 814 SFoyer Average Average 1979 1979
## 815 One_Story Average Average 1979 1979
## 816 Two_Story Good Average 2000 2000
## 817 Two_Story Good Average 2000 2000
## 818 Two_Story Good Average 2000 2000
## 819 One_Story Excellent Average 2009 2009
## 820 One_Story Very_Good Average 2007 2008
## 821 One_Story Very_Good Average 2008 2008
## 822 One_Story Excellent Average 2008 2008
## 823 One_Story Very_Good Average 2008 2008
## 824 Two_Story Very_Good Average 2007 2007
## 825 One_Story Very_Good Average 2007 2008
## 826 One_Story Excellent Average 2007 2007
## 827 One_Story Good Average 2006 2006
## 828 One_Story Good Average 2007 2007
## 829 One_Story Very_Good Average 2008 2008
## 830 One_Story Good Average 2007 2007
## 831 One_Story Very_Good Average 2005 2006
## 832 Two_Story Above_Average Average 2005 2006
## 833 SLvl Good Average 1989 1989
## 834 Two_Story Good Average 1992 1993
## 835 Two_Story Average Average 1967 1967
## 836 One_Story Average Average 1996 1996
## 837 One_Story Average Good 1994 1994
## 838 Two_Story Above_Average Average 1997 1997
## 840 One_Story Good Average 1998 1998
## 841 One_Story Average Average 1994 1995
## 842 One_Story Average Average 1994 1995
## 843 Two_Story Good Average 1998 1998
## 844 One_Story Good Average 1999 1999
## 845 One_Story Good Average 1999 1999
## 846 Two_Story Above_Average Average 1998 1998
## 847 Two_Story Good Average 2002 2002
## 848 One_Story Good Average 2002 2002
## 849 Two_Story Good Average 2001 2001
## 850 One_Story Good Average 2001 2002
## 851 One_Story Good Average 2002 2001
## 852 One_Story Good Average 2001 2001
## 853 One_Story Average Average 1978 1978
## 854 One_Story Average Average 1978 1978
## 855 One_Story Average Good 1979 1979
## 856 One_Story Average Good 1977 2008
## 857 One_Story Average Very_Good 1978 2005
## 858 One_Story Average Good 1977 1989
## 859 One_Story Average Above_Average 1972 1972
## 860 One_Story Average Average 1972 1972
## 861 SFoyer Average Very_Good 1972 2003
## 862 SFoyer Average Good 1972 2007
## 863 One_Story Good Average 2002 2002
## 864 Two_Story Very_Good Average 2003 2003
## 865 One_Story Very_Good Average 2001 2001
## 866 Two_Story Very_Good Average 2001 2001
## 867 Two_Story Excellent Average 2000 2000
## 868 Two_Story Good Average 2002 2002
## 869 Two_Story Good Average 2001 2001
## 870 One_Story Very_Good Average 1999 2000
## 871 One_Story Good Average 1996 1996
## 872 One_Story Very_Good Average 2002 2003
## 873 One_Story Good Average 1997 1998
## 874 Two_Story Good Average 1997 1998
## 875 Two_Story Good Average 1996 1996
## 876 One_Story Good Average 2001 2001
## 877 One_Story Good Average 2000 2001
## 878 One_Story Above_Average Average 2003 2004
## 879 One_Story Above_Average Average 2003 2003
## 880 One_Story Very_Good Average 2007 2007
## 881 Two_Story Good Average 2004 2004
## 882 One_Story Good Average 2004 2004
## 883 Two_Story Above_Average Average 2005 2005
## 884 Two_Story Above_Average Average 2007 2007
## 885 One_Story Below_Average Average 1949 2003
## 886 One_Story Average Good 1964 1999
## 887 One_Story Below_Average Above_Average 1938 1958
## 888 SFoyer Good Average 2003 2003
## 889 Two_Story Above_Average Above_Average 1977 1977
## 890 One_Story Below_Average Above_Average 1960 1971
## 891 SLvl Above_Average Above_Average 1976 1976
## 892 One_Story Excellent Average 2007 2008
## 894 One_Story Average Excellent 1947 2008
## 895 One_Story Below_Average Average 1959 1959
## 896 One_Story Average Average 1950 1950
## 898 One_Story Average Very_Good 1922 1950
## 900 One_Story Average Average 1959 1959
## 901 One_Story Average Average 1956 1956
## 902 One_Story Below_Average Fair 1956 1956
## 904 One_and_Half_Fin Average Above_Average 1941 1950
## 905 One_and_Half_Fin Average Average 1941 1960
## 906 One_and_Half_Fin Average Below_Average 1938 1950
## 907 One_and_Half_Fin Average Average 1932 2000
## 908 One_Story Poor Average 1920 1950
## 909 One_and_Half_Fin Above_Average Good 1940 1950
## 911 Two_Story Above_Average Above_Average 1935 1950
## 912 One_and_Half_Fin Below_Average Fair 1928 1950
## 913 One_Story Above_Average Very_Good 1916 2000
## 914 One_and_Half_Fin Above_Average Above_Average 1925 1990
## 915 Two_Story Good Excellent 1936 2007
## 917 One_and_Half_Fin Good Good 1928 1950
## 918 Two_Story Good Very_Good 1918 1990
## 919 Two_Story Good Excellent 1926 2004
## 920 One_and_Half_Fin Average Above_Average 1940 1950
## 921 Two_Story Above_Average Good 1942 1950
## 922 One_and_Half_Fin Average Good 1940 1950
## 923 One_Story Average Below_Average 1960 1960
## 924 One_Story Average Good 1921 2006
## 925 One_and_Half_Fin Average Above_Average 1921 1950
## 926 Two_and_Half_Unf Good Above_Average 1940 1950
## 927 One_Story Average Above_Average 1954 1954
## 928 Two_Story Good Good 1941 1950
## 929 One_Story Above_Average Above_Average 1960 1960
## 931 One_Story Above_Average Very_Good 1950 2004
## 932 One_Story Above_Average Average 1954 1954
## 933 Two_Story Above_Average Above_Average 1980 1980
## 934 Two_Story Above_Average Above_Average 1980 1992
## 935 Two_Story Above_Average Above_Average 1980 1980
## 936 Two_Story Above_Average Above_Average 1980 1980
## 937 SLvl Above_Average Above_Average 1986 1986
## 938 One_Story Good Excellent 1971 2009
## 939 One_Story Above_Average Excellent 1988 2007
## 940 Two_Story Average Good 1920 1997
## 941 Two_Story Average Above_Average 1900 1993
## 942 Two_Story Average Average 1920 1950
## 945 One_Story Very_Good Average 2007 2008
## 947 Two_Story Very_Good Average 2000 2001
## 948 One_and_Half_Fin Good Average 2003 2003
## 949 One_Story Good Average 2004 2005
## 950 Two_Story Above_Average Average 2001 2002
## 951 SFoyer Above_Average Above_Average 1977 1977
## 952 SFoyer Above_Average Good 1977 1977
## 953 One_and_Half_Fin Average Average 1977 1977
## 954 SLvl Good Average 1990 1991
## 955 One_Story Average Average 1991 1991
## 957 One_Story Good Average 1965 1965
## 958 One_Story Excellent Average 2007 2008
## 959 Two_Story Good Average 2009 2009
## 960 One_Story Excellent Average 2008 2008
## 961 One_Story Excellent Average 2008 2008
## 962 One_Story Very_Good Average 2007 2007
## 963 One_Story Above_Average Average 1988 1988
## 964 Two_Story Above_Average Very_Good 1980 2006
## 965 SLvl Good Average 1987 1989
## 966 One_Story Very_Good Average 2001 2002
## 967 Two_Story Good Average 2003 2003
## 968 One_Story Excellent Average 2006 2006
## 969 One_Story Excellent Average 2007 2007
## 970 One_Story Average Good 1968 1968
## 971 One_Story Average Below_Average 1960 2006
## 972 One_Story Above_Average Average 1998 1998
## 973 One_Story Above_Average Average 1999 1999
## 974 SLvl Below_Average Average 1973 1973
## 975 One_Story Average Above_Average 1968 1968
## 976 SFoyer Below_Average Very_Good 1970 2002
## 977 One_Story Average Average 1969 2000
## 978 SFoyer Below_Average Below_Average 1970 1970
## 979 Two_Story Below_Average Above_Average 1970 2008
## 980 Two_Story Below_Average Below_Average 1970 1970
## 981 SFoyer Average Very_Good 1972 1972
## 982 SLvl Above_Average Average 1993 1996
## 983 SFoyer Average Above_Average 1978 1978
## 984 One_Story Average Average 1985 1985
## 985 SFoyer Average Above_Average 1992 1993
## 987 Two_Story Average Average 1992 1992
## 988 One_Story Above_Average Average 1977 1977
## 989 Two_Story Average Good 1969 1969
## 990 One_Story Above_Average Very_Good 1958 2002
## 991 One_Story Above_Average Good 1970 1970
## 992 Two_Story Above_Average Average 1969 1969
## 993 Two_Story Above_Average Average 1997 1998
## 994 Two_Story Above_Average Average 1995 1996
## 995 Two_Story Above_Average Average 1998 1998
## 996 Two_Story Above_Average Average 1998 1998
## 997 Two_Story Above_Average Average 1996 1996
## 998 One_Story Average Average 1996 1997
## 999 Two_Story Good Average 1996 1997
## 1000 One_Story Very_Good Average 2001 2002
## 1001 One_Story Very_Good Average 1997 1997
## 1002 One_Story Very_Good Average 1993 1993
## 1003 One_Story Very_Good Average 1992 1992
## 1004 Two_Story Above_Average Average 1997 1998
## 1005 Two_Story Above_Average Average 1998 1998
## 1006 Two_Story Above_Average Average 1995 1996
## 1007 Two_Story Good Average 1994 1996
## 1008 Two_Story Above_Average Average 1991 1991
## 1009 One_Story Very_Good Average 1988 1989
## 1010 One_Story Very_Good Average 1989 1989
## 1011 Two_Story Very_Good Average 2005 2005
## 1012 Two_Story Excellent Average 2005 2007
## 1013 One_Story Excellent Average 2004 2004
## 1016 One_Story Above_Average Average 1950 1950
## 1017 Two_Story Good Above_Average 1986 1991
## 1018 One_Story Good Above_Average 1988 1988
## 1019 One_Story Above_Average Above_Average 1981 1981
## 1020 One_Story Good Good 1983 1983
## 1021 One_Story Good Average 1978 1978
## 1022 One_Story Good Average 1979 1979
## 1023 Two_Story Above_Average Good 1977 1995
## 1024 One_Story Above_Average Average 1976 1976
## 1025 One_Story Average Above_Average 1977 1977
## 1026 Two_Story Good Above_Average 1980 1988
## 1027 Two_Story Average Above_Average 1969 1969
## 1029 One_Story Above_Average Average 1976 1976
## 1030 One_Story Above_Average Average 1976 1976
## 1031 Two_Story Good Above_Average 1976 1976
## 1032 One_Story Average Above_Average 1973 2000
## 1033 Two_Story Very_Good Average 1996 1996
## 1034 Two_Story Average Average 1974 1974
## 1035 One_Story Above_Average Very_Good 1969 1969
## 1036 One_Story Below_Average Above_Average 1969 1969
## 1037 One_Story Average Average 1971 1971
## 1038 One_Story Below_Average Average 1972 1972
## 1039 One_Story Above_Average Average 1998 1999
## 1040 Two_Story Above_Average Average 1973 1973
## 1041 Two_Story Above_Average Average 1973 1973
## 1042 Two_Story Above_Average Above_Average 1972 1972
## 1043 Two_Story Above_Average Above_Average 1970 1970
## 1044 Two_Story Above_Average Average 1971 1971
## 1045 Two_Story Above_Average Fair 1971 1971
## 1046 Two_Story Average Average 1972 1972
## 1047 One_Story Above_Average Above_Average 1977 1977
## 1048 Two_Story Above_Average Above_Average 1975 1975
## 1049 One_Story Good Above_Average 1977 1977
## 1050 One_Story Average Average 1966 1966
## 1051 One_Story Very_Good Average 2008 2008
## 1052 Two_Story Very_Excellent Average 2007 2008
## 1054 Two_Story Excellent Average 2008 2008
## 1055 One_Story Very_Good Average 2007 2007
## 1056 One_Story Very_Good Average 2007 2008
## 1057 One_Story Very_Good Average 2007 2007
## 1058 One_Story Excellent Average 2007 2007
## 1059 Two_Story Excellent Average 2006 2006
## 1060 Two_Story Very_Excellent Average 2005 2006
## 1061 Two_Story Excellent Average 2005 2005
## 1062 Two_Story Very_Good Average 2007 2007
## 1063 Two_Story Very_Good Average 2004 2004
## 1065 Two_Story Excellent Average 2003 2004
## 1066 Two_Story Good Average 2003 2004
## 1067 One_Story Very_Good Average 2003 2004
## 1068 Two_Story Very_Good Average 2001 2002
## 1069 Two_Story Very_Good Average 2003 2003
## 1070 One_Story Excellent Average 2008 2008
## 1071 One_Story Excellent Average 2008 2008
## 1072 One_Story Good Average 2005 2005
## 1073 One_Story Very_Good Average 2003 2004
## 1074 One_Story Excellent Average 2005 2005
## 1075 One_Story Excellent Average 2007 2008
## 1076 One_Story Very_Good Average 2006 2007
## 1077 One_Story Very_Good Average 2006 2007
## 1078 Two_Story Good Average 2003 2004
## 1079 Two_Story Good Average 2003 2004
## 1080 One_Story Good Average 2004 2004
## 1081 One_Story Good Average 2003 2003
## 1082 One_Story Good Average 2004 2004
## 1083 One_Story Good Average 2005 2006
## 1084 One_Story Good Average 2007 2007
## 1085 One_Story Good Average 2007 2008
## 1086 Two_Story Above_Average Average 2004 2004
## 1087 Two_Story Above_Average Average 2004 2004
## 1088 SLvl Good Average 2005 2005
## 1089 Two_Story Above_Average Average 2005 2005
## 1090 Two_Story Good Average 2002 2003
## 1091 Two_Story Good Average 2003 2003
## 1092 One_Story Good Above_Average 2007 2008
## 1093 Two_Story Above_Average Average 2000 2000
## 1094 Two_Story Good Average 2000 2001
## 1095 Two_Story Good Average 2004 2005
## 1096 Two_Story Good Average 2002 2002
## 1097 Two_Story Good Average 1999 2000
## 1098 Two_Story Good Average 1999 1999
## 1099 Two_and_Half_Unf Very_Good Average 1997 1997
## 1100 Two_Story Very_Good Average 1998 1998
## 1101 Two_Story Very_Good Average 2000 2000
## 1102 Two_Story Excellent Average 2000 2000
## 1103 One_Story Very_Good Average 1998 1998
## 1104 Two_Story Good Average 1996 1997
## 1105 Two_Story Very_Good Good 1995 1995
## 1106 One_Story Very_Good Above_Average 1995 1995
## 1107 Two_Story Good Average 1993 1994
## 1109 Two_Story Good Average 1994 1994
## 1110 One_Story Very_Good Average 1994 1994
## 1111 One_Story Very_Good Average 2007 2008
## 1112 Two_Story Above_Average Average 2007 2007
## 1113 One_Story Very_Good Average 2006 2006
## 1114 One_Story Good Average 2006 2006
## 1115 One_Story Excellent Average 2008 2008
## 1116 One_Story Very_Good Average 2007 2007
## 1117 One_Story Good Average 2008 2008
## 1118 Two_Story Very_Good Average 2007 2007
## 1119 Two_Story Very_Good Average 2007 2008
## 1120 One_Story Very_Good Average 2006 2007
## 1121 One_Story Very_Good Average 2007 2008
## 1122 One_Story Good Average 2007 2008
## 1123 One_Story Good Average 2007 2008
## 1124 Two_Story Good Average 2005 2005
## 1125 Two_Story Very_Good Average 2003 2004
## 1126 Two_Story Good Average 2005 2005
## 1127 Two_Story Very_Good Average 2007 2008
## 1128 Two_Story Good Above_Average 2007 2007
## 1129 One_Story Very_Good Average 2007 2007
## 1130 One_Story Good Average 2007 2008
## 1131 Two_Story Above_Average Average 2003 2003
## 1132 One_Story Good Average 2004 2005
## 1133 Two_Story Above_Average Average 2003 2003
## 1134 Two_Story Good Average 2003 2004
## 1135 One_Story Above_Average Average 2005 2006
## 1136 One_Story Average Average 2004 2004
## 1137 One_Story Above_Average Average 2003 2004
## 1138 Two_Story Above_Average Average 2004 2004
## 1139 One_Story Good Average 2007 2007
## 1140 Two_Story Above_Average Average 1995 1995
## 1141 Two_Story Above_Average Average 1993 1994
## 1142 One_Story Above_Average Average 1994 1998
## 1143 Two_Story Good Average 1994 1995
## 1144 Two_Story Above_Average Average 2001 2001
## 1145 Two_Story Good Average 1992 1992
## 1146 One_Story Above_Average Average 1991 1991
## 1148 One_Story Above_Average Average 1993 1994
## 1149 One_Story Above_Average Average 1993 1993
## 1150 One_Story Average Average 1963 1963
## 1151 One_Story Average Above_Average 1962 1962
## 1152 One_Story Average Very_Good 1961 2007
## 1153 One_Story Average Average 1968 1968
## 1154 One_Story Average Average 1963 1963
## 1155 One_Story Above_Average Very_Good 1961 1996
## 1156 One_Story Above_Average Average 1974 1974
## 1157 One_and_Half_Fin Average Below_Average 1972 1972
## 1158 Two_Story Above_Average Average 1990 1991
## 1159 One_and_Half_Fin Excellent Average 1993 1994
## 1160 One_Story Good Average 2004 2004
## 1161 Two_Story Good Average 2006 2007
## 1162 One_Story Good Average 2004 2005
## 1163 Two_Story Above_Average Average 2005 2005
## 1164 Two_Story Good Average 2007 2007
## 1165 Two_Story Good Average 2007 2007
## 1166 Two_Story Good Average 1999 1999
## 1167 Two_Story Above_Average Average 1999 1999
## 1168 One_Story Excellent Average 2000 2000
## 1169 One_Story Excellent Average 2001 2001
## 1170 One_Story Excellent Average 2001 2001
## 1171 One_Story Excellent Average 1999 2000
## 1172 One_Story Excellent Average 1999 2000
## 1173 Two_Story Good Average 1999 2000
## 1174 SLvl Good Average 1999 2000
## 1175 Two_Story Good Average 2001 2001
## 1176 Two_Story Very_Good Average 1999 1999
## 1177 Two_Story Very_Good Average 1999 2000
## 1178 Two_Story Very_Excellent Average 1998 1999
## 1179 One_Story Very_Good Average 1996 1996
## 1180 One_Story Very_Good Average 1995 1995
## 1182 One_Story Above_Average Above_Average 1984 1984
## 1183 Two_Story Excellent Fair 1977 1977
## 1185 Two_Story Good Average 2002 2002
## 1186 One_Story Good Above_Average 1970 1970
## 1187 SLvl Above_Average Above_Average 1969 1969
## 1188 One_Story Above_Average Average 1968 1968
## 1189 One_Story Above_Average Good 1971 2004
## 1190 One_Story Good Good 1967 1967
## 1191 One_Story Average Above_Average 1965 1965
## 1192 Two_Story Above_Average Good 1974 1997
## 1193 Two_Story Average Above_Average 1968 1968
## 1194 One_Story Average Very_Good 1965 2008
## 1195 One_Story Average Good 1965 2005
## 1196 One_Story Average Average 1965 1965
## 1197 One_Story Average Average 1965 1965
## 1198 One_Story Average Average 1973 1973
## 1199 Two_Story Good Above_Average 1971 1971
## 1200 Two_Story Very_Good Excellent 1976 1996
## 1201 Two_Story Above_Average Above_Average 1974 1974
## 1202 Two_Story Above_Average Very_Good 1966 2000
## 1203 SFoyer Good Excellent 1961 2007
## 1204 Two_Story Good Average 1968 1968
## 1205 One_Story Average Average 1956 1956
## 1206 One_Story Below_Average Above_Average 1957 1957
## 1207 One_Story Below_Average Good 1956 1956
## 1208 One_Story Average Above_Average 1963 1963
## 1209 One_Story Above_Average Average 1964 1964
## 1210 SLvl Above_Average Good 1966 1966
## 1211 One_Story Above_Average Above_Average 1965 1965
## 1212 One_Story Above_Average Good 1964 1964
## 1213 SLvl Average Very_Good 1965 1999
## 1215 One_Story Average Average 1961 1961
## 1216 One_Story Average Good 1959 2006
## 1217 One_Story Above_Average Above_Average 1959 1959
## 1218 One_Story Below_Average Average 1960 1960
## 1219 One_Story Average Good 1960 2000
## 1223 Two_Story Below_Average Good 1937 1950
## 1224 One_Story Average Above_Average 1960 1960
## 1225 One_and_Half_Fin Above_Average Average 1950 1950
## 1226 One_Story Average Very_Good 1950 2006
## 1227 SLvl Above_Average Above_Average 1955 1996
## 1228 One_Story Average Average 1953 1953
## 1229 Two_Story Good Above_Average 1965 1988
## 1230 One_Story Above_Average Average 1961 1961
## 1231 One_Story Average Above_Average 1961 1961
## 1232 One_Story Above_Average Excellent 1962 2005
## 1233 SLvl Above_Average Average 1962 1962
## 1234 Two_Story Above_Average Good 1966 1999
## 1235 One_Story Average Good 1955 1955
## 1236 One_Story Average Average 1963 1963
## 1237 One_Story Average Good 1962 1980
## 1238 One_Story Average Below_Average 1957 1957
## 1239 One_Story Average Good 1959 1998
## 1240 One_Story Above_Average Above_Average 1958 1958
## 1241 One_Story Above_Average Above_Average 1958 1958
## 1242 One_Story Above_Average Average 1956 1956
## 1243 One_Story Above_Average Average 1957 1957
## 1244 One_Story Above_Average Good 1958 1958
## 1245 One_Story Average Average 1956 1958
## 1246 One_Story Average Above_Average 1952 1952
## 1247 One_Story Average Above_Average 1953 1953
## 1248 One_Story Average Average 1953 1953
## 1249 One_Story Above_Average Average 1957 1957
## 1250 One_Story Average Good 1951 1951
## 1251 One_Story Average Average 1953 1953
## 1253 One_and_Half_Fin Average Average 1947 1950
## 1254 One_Story Average Average 1957 1957
## 1255 One_Story Below_Average Above_Average 1948 1950
## 1256 One_and_Half_Fin Average Very_Good 1925 1950
## 1257 One_and_Half_Fin Average Above_Average 1945 1950
## 1258 One_Story Below_Average Good 1940 2005
## 1259 One_and_Half_Fin Average Average 1922 1950
## 1260 Two_Story Below_Average Good 1900 2000
## 1261 Two_Story Above_Average Above_Average 1962 1962
## 1262 One_Story Average Above_Average 1968 1968
## 1264 One_Story Above_Average Average 1960 1960
## 1265 One_Story Above_Average Above_Average 1960 1993
## 1266 One_Story Good Good 1960 2007
## 1267 One_Story Average Good 1953 1996
## 1268 One_Story Average Good 1951 1951
## 1269 One_Story Average Average 1950 1950
## 1270 SLvl Average Average 1960 1960
## 1271 One_Story Average Above_Average 1959 1959
## 1272 One_Story Average Average 1962 1962
## 1273 One_Story Average Above_Average 1960 1960
## 1274 One_and_Half_Fin Above_Average Above_Average 1948 1950
## 1275 One_and_Half_Unf Above_Average Good 1954 1954
## 1276 One_and_Half_Unf Above_Average Above_Average 1954 1954
## 1277 One_and_Half_Fin Above_Average Average 1954 1954
## 1278 One_Story Average Average 1961 1961
## 1279 One_and_Half_Fin Average Above_Average 1955 1967
## 1280 One_Story Average Good 1954 1954
## 1281 Two_Story Above_Average Average 1963 1963
## 1282 Two_Story Above_Average Above_Average 1964 1964
## 1283 One_Story Average Average 1963 1963
## 1284 One_Story Above_Average Average 2008 2008
## 1286 Two_Story Average Very_Good 1904 2002
## 1287 One_and_Half_Fin Average Good 1948 2005
## 1288 Two_Story Average Average 1910 2003
## 1289 One_and_Half_Fin Above_Average Good 1920 1950
## 1290 One_Story Average Below_Average 1940 1950
## 1291 Two_and_Half_Unf Above_Average Good 1915 2005
## 1292 One_and_Half_Fin Below_Average Above_Average 1910 1996
## 1293 One_and_Half_Fin Good Average 2003 2003
## 1294 One_and_Half_Fin Below_Average Above_Average 1940 1985
## 1295 One_and_Half_Fin Average Average 1920 1950
## 1296 One_Story Good Above_Average 1920 2006
## 1298 One_Story Average Above_Average 1910 1950
## 1299 One_and_Half_Fin Average Excellent 1890 1996
## 1300 One_Story Average Average 1948 1950
## 1301 One_Story Average Good 1948 2005
## 1302 One_and_Half_Fin Average Above_Average 1946 1950
## 1303 One_Story Poor Average 1946 1950
## 1304 One_Story Average Above_Average 1957 1957
## 1305 One_Story Below_Average Good 1954 2000
## 1309 One_and_Half_Fin Average Very_Good 1915 1950
## 1310 Two_Story Good Very_Good 1920 1965
## 1311 Two_Story Average Average 1916 1950
## 1312 One_and_Half_Fin Average Good 1900 2003
## 1315 Two_Story Average Excellent 1905 2005
## 1316 Two_Story Good Excellent 1928 2005
## 1317 One_and_Half_Fin Above_Average Good 1905 2000
## 1318 Two_and_Half_Unf Above_Average Above_Average 1914 2001
## 1320 One_and_Half_Fin Good Good 1926 1950
## 1323 Two_Story Good Good 1890 1999
## 1324 One_Story Average Above_Average 1959 1959
## 1325 One_and_Half_Fin Average Average 1954 1954
## 1326 One_Story Average Average 1956 1956
## 1327 One_Story Below_Average Above_Average 1958 2006
## 1328 One_Story Average Good 1928 1983
## 1331 One_and_Half_Fin Average Average 1935 1950
## 1332 One_and_Half_Unf Average Above_Average 1924 1950
## 1333 One_and_Half_Fin Average Good 1941 2006
## 1334 Two_Story Above_Average Excellent 1900 2000
## 1335 One_and_Half_Fin Above_Average Good 1940 1989
## 1336 One_Story Average Good 1924 2003
## 1337 One_and_Half_Fin Above_Average Good 1929 1950
## 1338 One_and_Half_Fin Above_Average Good 1937 2000
## Roof_Style Roof_Matl Exterior_1st Exterior_2nd Mas_Vnr_Type Mas_Vnr_Area
## 1 Hip CompShg BrkFace Plywood Stone 112
## 2 Gable CompShg VinylSd VinylSd None 0
## 4 Hip CompShg BrkFace BrkFace None 0
## 5 Gable CompShg VinylSd VinylSd None 0
## 6 Gable CompShg VinylSd VinylSd BrkFace 20
## 7 Gable CompShg CemntBd CmentBd None 0
## 8 Gable CompShg HdBoard HdBoard None 0
## 9 Gable CompShg CemntBd CmentBd None 0
## 10 Gable CompShg VinylSd VinylSd None 0
## 11 Gable CompShg HdBoard HdBoard None 0
## 12 Gable CompShg HdBoard HdBoard None 0
## 13 Gable CompShg VinylSd VinylSd None 0
## 14 Gable CompShg HdBoard HdBoard None 0
## 15 Gable CompShg HdBoard HdBoard None 0
## 16 Hip CompShg CemntBd Wd Shng BrkFace 603
## 19 Gable CompShg VinylSd VinylSd None 0
## 20 Gable CompShg Plywood Plywood Stone 119
## 21 Hip CompShg Plywood Plywood BrkFace 480
## 22 Gable CompShg Plywood Plywood BrkFace 81
## 23 Gable CompShg VinylSd VinylSd None 0
## 24 Gable CompShg Wd Sdng Wd Sdng BrkFace 180
## 25 Gable CompShg VinylSd VinylSd None 0
## 26 Gable CompShg VinylSd VinylSd None 0
## 27 Gable CompShg Plywood Plywood None 0
## 29 Gable CompShg MetalSd MetalSd None 0
## 30 Gable CompShg HdBoard HdBoard BrkFace 504
## 31 Gable CompShg HdBoard HdBoard BrkFace 492
## 32 Gable CompShg HdBoard ImStucc BrkFace 381
## 33 Gable CompShg Plywood Plywood None 0
## 34 Gable CompShg Plywood Brk Cmn None 0
## 35 Gable CompShg Plywood Brk Cmn None 0
## 36 Gable CompShg Plywood Brk Cmn None 0
## 37 Gable CompShg VinylSd VinylSd Stone 162
## 38 Gable CompShg VinylSd VinylSd Stone 200
## 39 Hip CompShg VinylSd VinylSd Stone 450
## 40 Gable CompShg VinylSd VinylSd Stone 256
## 41 Gable CompShg VinylSd VinylSd BrkFace 226
## 42 Hip CompShg VinylSd VinylSd BrkFace 615
## 43 Hip CompShg CemntBd CmentBd BrkFace 240
## 44 Gable CompShg VinylSd VinylSd BrkFace 168
## 45 Hip CompShg VinylSd VinylSd Stone 760
## 46 Gable CompShg VinylSd VinylSd Stone 128
## 47 Hip CompShg VinylSd VinylSd BrkFace 1095
## 48 Gable CompShg VinylSd VinylSd BrkFace 232
## 49 Hip CompShg MetalSd MetalSd BrkFace 412
## 50 Gable CompShg VinylSd VinylSd Stone 178
## 51 Gable CompShg VinylSd Wd Shng Stone 106
## 52 Gable CompShg VinylSd VinylSd None 0
## 53 Gable CompShg VinylSd VinylSd BrkFace 14
## 54 Gable CompShg VinylSd VinylSd BrkFace 16
## 55 Gable CompShg VinylSd VinylSd None 0
## 56 Gable CompShg VinylSd VinylSd None 0
## 57 Gable CompShg VinylSd VinylSd None 0
## 58 Gable CompShg VinylSd VinylSd None 0
## 59 Gable CompShg VinylSd VinylSd BrkFace 180
## 60 Gable CompShg VinylSd VinylSd BrkFace 165
## 61 Hip CompShg VinylSd VinylSd BrkFace 114
## 62 Hip CompShg VinylSd VinylSd BrkFace 338
## 63 Gable CompShg HdBoard HdBoard BrkFace 362
## 64 Gable CompShg VinylSd VinylSd BrkFace 348
## 65 Gable CompShg VinylSd VinylSd BrkFace 30
## 66 Hip CompShg VinylSd VinylSd BrkFace 579
## 67 Gable CompShg VinylSd VinylSd BrkFace 226
## 68 Hip CompShg VinylSd VinylSd None 0
## 70 Gable CompShg VinylSd VinylSd Stone 36
## 71 Gable CompShg VinylSd VinylSd None 0
## 72 Gable CompShg VinylSd VinylSd None 0
## 73 Gable CompShg VinylSd VinylSd None 0
## 74 Gable CompShg VinylSd VinylSd BrkFace 122
## 75 Gable CompShg VinylSd VinylSd None 0
## 76 Gable CompShg Plywood Plywood None 0
## 77 Gable CompShg Wd Sdng Wd Sdng None 0
## 78 Gable CompShg Plywood Plywood None 0
## 79 Gable CompShg Plywood Plywood None 0
## 81 Hip CompShg HdBoard Plywood None 0
## 82 Gable CompShg HdBoard HdBoard BrkFace 130
## 83 Gable CompShg Wd Sdng Wd Sdng None 0
## 84 Gable CompShg VinylSd VinylSd None 0
## 85 Gable CompShg HdBoard HdBoard None 0
## 86 Gable CompShg MetalSd MetalSd None 0
## 87 Gable CompShg MetalSd MetalSd BrkFace 31
## 88 Gable CompShg HdBoard HdBoard None 0
## 89 Gable CompShg HdBoard HdBoard None 0
## 91 Gable CompShg HdBoard HdBoard None 0
## 92 Gable CompShg HdBoard ImStucc BrkFace 504
## 93 Gable CompShg HdBoard HdBoard BrkFace 180
## 94 Gable CompShg MetalSd MetalSd None 0
## 95 Gable CompShg VinylSd VinylSd None 0
## 96 Gable CompShg MetalSd MetalSd BrkFace 120
## 97 Gable CompShg MetalSd MetalSd None 0
## 98 Gable CompShg MetalSd MetalSd None 0
## 99 Gable CompShg VinylSd VinylSd BrkFace 216
## 100 Gable CompShg MetalSd MetalSd Stone 432
## 101 Gable CompShg MetalSd MetalSd BrkFace 216
## 102 Gable CompShg MetalSd MetalSd BrkFace 1159
## 103 Hip CompShg MetalSd MetalSd None 0
## 104 Gable CompShg VinylSd VinylSd None 0
## 106 Gable CompShg VinylSd VinylSd None 0
## 109 Gable CompShg HdBoard Plywood BrkFace 289
## 110 Gable CompShg VinylSd VinylSd None 0
## 111 Hip CompShg HdBoard HdBoard BrkFace 120
## 112 Gable CompShg MetalSd MetalSd None 0
## 113 Gable CompShg Plywood Plywood BrkFace 28
## 114 Gable CompShg MetalSd MetalSd None 0
## 115 Gable CompShg HdBoard HdBoard BrkFace 42
## 116 Hip CompShg Plywood Plywood None 0
## 117 Gable CompShg MetalSd MetalSd None 0
## 118 Hip CompShg VinylSd VinylSd BrkFace 172
## 119 Hip CompShg HdBoard HdBoard BrkFace 451
## 120 Gable CompShg Plywood Plywood None 0
## 121 Hip CompShg HdBoard HdBoard None 0
## 122 Gable CompShg Wd Sdng Plywood BrkFace 268
## 123 Gable CompShg HdBoard HdBoard None 0
## 124 Hip CompShg Wd Sdng HdBoard BrkFace 86
## 125 Gable CompShg MetalSd MetalSd BrkFace 156
## 127 Hip CompShg MetalSd MetalSd None 0
## 128 Gable CompShg MetalSd MetalSd BrkFace 265
## 129 Gable CompShg MetalSd MetalSd Stone 340
## 130 Gable CompShg Wd Sdng Plywood None 0
## 132 Gable CompShg HdBoard HdBoard Stone 110
## 133 Gable CompShg AsbShng AsbShng BrkFace 164
## 134 Gable CompShg HdBoard HdBoard BrkFace 200
## 135 Gable CompShg HdBoard HdBoard BrkFace 216
## 136 Gable CompShg MetalSd MetalSd BrkFace 361
## 137 Gable CompShg Plywood Plywood BrkFace 287
## 138 Gable CompShg BrkFace Plywood None 0
## 139 Gable CompShg HdBoard HdBoard None 0
## 140 Gable CompShg VinylSd VinylSd BrkFace 506
## 141 Hip CompShg MetalSd MetalSd BrkFace 150
## 142 Hip CompShg BrkFace BrkFace None 0
## 143 Gable CompShg MetalSd MetalSd None 0
## 144 Hip CompShg MetalSd MetalSd BrkFace 220
## 145 Hip CompShg Plywood Plywood BrkFace 180
## 146 Gable CompShg MetalSd HdBoard BrkFace 324
## 147 Hip CompShg MetalSd MetalSd BrkFace 91
## 148 Gable CompShg Wd Sdng Wd Sdng Stone 432
## 149 Gable CompShg MetalSd MetalSd None 0
## 150 Gable CompShg WdShing Wd Shng None 0
## 151 Gable CompShg MetalSd MetalSd None 0
## 152 Gable CompShg MetalSd MetalSd None 0
## 153 Gable CompShg VinylSd VinylSd None 0
## 154 Gable CompShg MetalSd MetalSd None 0
## 155 Gable CompShg VinylSd VinylSd None 0
## 156 Gable CompShg Wd Sdng Wd Sdng BrkFace 104
## 157 Gable CompShg MetalSd MetalSd None 0
## 158 Gable CompShg VinylSd VinylSd None 0
## 159 Gable CompShg Plywood Plywood None 0
## 160 Gable CompShg Wd Sdng Wd Sdng None 0
## 162 Gable CompShg WdShing Wd Shng None 0
## 163 Hip CompShg BrkFace BrkFace None 0
## 164 Gable CompShg BrkFace Wd Sdng None 0
## 165 Gable CompShg Wd Sdng Wd Sdng None 0
## 166 Hip CompShg Wd Sdng Wd Sdng BrkFace 261
## 167 Gable CompShg BrkFace Wd Sdng None 0
## 168 Hip CompShg Wd Sdng Wd Sdng BrkFace 218
## 169 Gable CompShg MetalSd MetalSd BrkFace 351
## 170 Hip CompShg Wd Sdng Wd Sdng BrkFace 771
## 171 Gable CompShg Wd Sdng Wd Sdng None 0
## 172 Gable CompShg Wd Sdng Wd Sdng None 0
## 173 Gable CompShg WdShing Wd Shng None 0
## 174 Hip CompShg MetalSd MetalSd None 0
## 175 Gambrel CompShg VinylSd VinylSd None 0
## 176 Gable CompShg MetalSd MetalSd None 0
## 177 Gable CompShg MetalSd MetalSd Stone 294
## 178 Gable CompShg Wd Sdng Wd Sdng None 0
## 179 Gable CompShg MetalSd MetalSd None 0
## 180 Gable CompShg VinylSd VinylSd None 0
## 181 Gable CompShg MetalSd MetalSd None 0
## 183 Gable CompShg VinylSd VinylSd None 0
## 184 Gable CompShg Wd Sdng Wd Sdng None 0
## 185 Gable CompShg MetalSd MetalSd None 0
## 186 Gable CompShg Wd Sdng Wd Sdng None 0
## 188 Gable CompShg MetalSd MetalSd None 0
## 189 Gable CompShg VinylSd VinylSd None 0
## 190 Gable CompShg VinylSd AsbShng None 0
## 191 Gable CompShg Wd Sdng Wd Sdng None 0
## 192 Gable CompShg MetalSd MetalSd None 0
## 193 Gable CompShg Wd Sdng Wd Sdng None 0
## 194 Gable CompShg MetalSd MetalSd None 0
## 195 Gable CompShg MetalSd MetalSd None 0
## 196 Gable CompShg MetalSd MetalSd None 0
## 197 Gable CompShg MetalSd MetalSd Stone 300
## 198 Gable CompShg Wd Sdng Wd Sdng None 0
## 199 Gable CompShg VinylSd VinylSd None 0
## 200 Gable CompShg MetalSd MetalSd None 0
## 201 Gable CompShg Wd Sdng Wd Sdng None 0
## 202 Gable CompShg Stucco Stucco None 0
## 203 Gable CompShg MetalSd MetalSd None 0
## 204 Gable CompShg Wd Sdng Wd Sdng None 0
## 205 Gable CompShg VinylSd VinylSd None 0
## 208 Gable CompShg Wd Sdng Wd Sdng None 0
## 209 Gable CompShg MetalSd MetalSd None 0
## 210 Gable CompShg HdBoard HdBoard BrkFace 90
## 212 Gable CompShg Wd Sdng Wd Shng None 0
## 213 Gable CompShg VinylSd VinylSd None 0
## 215 Gable CompShg Wd Sdng Wd Sdng None 0
## 216 Gable CompShg VinylSd VinylSd None 0
## 217 Gable Tar&Grv Plywood Plywood BrkFace 72
## 218 Hip CompShg HdBoard HdBoard None 0
## 219 Hip CompShg Plywood HdBoard None 0
## 220 Hip CompShg Wd Sdng Wd Sdng BrkFace 180
## 221 Gable CompShg HdBoard HdBoard None 0
## 222 Gable CompShg Plywood Plywood None 0
## 223 Hip CompShg HdBoard HdBoard BrkFace 47
## 224 Gable CompShg HdBoard HdBoard Stone 143
## 225 Hip CompShg HdBoard HdBoard None 0
## 226 Gable CompShg Plywood Plywood None 0
## 227 Gable CompShg HdBoard HdBoard None 0
## 228 Hip CompShg HdBoard HdBoard BrkCmn 328
## 229 Gable CompShg Wd Sdng Wd Sdng None 0
## 230 Hip CompShg Wd Sdng Wd Sdng None 0
## 231 Gable CompShg Wd Sdng Wd Sdng None 0
## 232 Gable CompShg VinylSd HdBoard None 0
## 234 Gable CompShg VinylSd VinylSd BrkFace 288
## 235 Gable CompShg Wd Sdng Wd Sdng None 0
## 236 Gable CompShg Wd Sdng Wd Sdng None 0
## 237 Gable CompShg Wd Sdng Plywood None 0
## 238 Gable CompShg Wd Sdng Wd Sdng None 0
## 239 Gable CompShg WdShing Wd Shng None 0
## 240 Gable CompShg WdShing Wd Shng None 0
## 241 Gable CompShg VinylSd VinylSd None 0
## 243 Gable CompShg Wd Sdng Wd Sdng None 0
## 244 Gable CompShg MetalSd MetalSd None 0
## 245 Gable CompShg HdBoard HdBoard BrkFace 336
## 246 Gable CompShg Plywood Plywood BrkFace 177
## 247 Gable CompShg VinylSd VinylSd BrkFace 85
## 248 Gable CompShg MetalSd MetalSd BrkFace 246
## 249 Gable CompShg HdBoard HdBoard None 0
## 250 Gable CompShg VinylSd VinylSd Stone 72
## 251 Gable CompShg VinylSd VinylSd Stone 24
## 252 Gable CompShg VinylSd VinylSd None 0
## 253 Gable CompShg VinylSd VinylSd Stone 80
## 254 Hip CompShg Plywood Plywood None 0
## 255 Gable CompShg Wd Sdng Plywood None 0
## 256 Gable CompShg HdBoard HdBoard BrkFace 80
## 257 Gable CompShg VinylSd VinylSd None 0
## 258 Gable CompShg VinylSd VinylSd None 0
## 259 Gable CompShg VinylSd VinylSd BrkFace 116
## 260 Gable CompShg CemntBd CmentBd None 0
## 261 Gable CompShg HdBoard HdBoard BrkFace 153
## 262 Gable CompShg HdBoard HdBoard None 0
## 263 Gable CompShg Wd Sdng Wd Sdng None 0
## 264 Hip CompShg CemntBd CmentBd BrkFace 320
## 265 Gable CompShg VinylSd VinylSd BrkFace 479
## 266 Gable CompShg VinylSd VinylSd BrkFace 223
## 267 Gable CompShg VinylSd VinylSd None 0
## 268 Gable CompShg VinylSd VinylSd BrkFace 442
## 269 Gable CompShg VinylSd VinylSd BrkFace 170
## 270 Gable CompShg VinylSd VinylSd BrkFace 169
## 271 Hip CompShg VinylSd VinylSd BrkFace 171
## 272 Gable CompShg VinylSd VinylSd BrkFace 109
## 273 Gable CompShg VinylSd VinylSd BrkFace 98
## 274 Gable CompShg VinylSd VinylSd None 0
## 277 Gable CompShg MetalSd MetalSd None 0
## 278 Gable CompShg VinylSd VinylSd None 0
## 279 Gable CompShg Plywood Plywood None 0
## 280 Gable CompShg Plywood Plywood None 0
## 281 Hip CompShg WdShing Wd Shng None 0
## 282 Gable CompShg VinylSd VinylSd None 0
## 283 Gable CompShg VinylSd VinylSd None 0
## 285 Hip CompShg HdBoard HdBoard Stone 145
## 286 Gable CompShg MetalSd VinylSd BrkFace 203
## 287 Gable CompShg Wd Sdng Wd Sdng None 0
## 288 Gable CompShg Stucco Stucco None 0
## 289 Gable CompShg BrkFace Wd Sdng None 0
## 290 Gable CompShg Wd Sdng Wd Sdng None 0
## 293 Gable CompShg Wd Sdng Wd Shng None 0
## 294 Gable CompShg Wd Sdng Wd Sdng BrkFace 371
## 295 Gable CompShg VinylSd VinylSd BrkFace 430
## 296 Gable CompShg CemntBd CmentBd None 0
## 297 Gable CompShg BrkFace HdBoard None 0
## 298 Gable CompShg VinylSd VinylSd BrkFace 44
## 299 Gable CompShg HdBoard HdBoard None 0
## 300 Gable CompShg HdBoard HdBoard None 0
## 301 Gable CompShg BrkFace Wd Sdng None 0
## 302 Gable CompShg VinylSd VinylSd None 0
## 304 Gable CompShg Wd Sdng Wd Sdng None 0
## 305 Gable CompShg MetalSd MetalSd None 0
## 306 Gable CompShg MetalSd MetalSd None 0
## 307 Hip CompShg Wd Sdng Wd Sdng None 0
## 308 Hip CompShg Wd Sdng Wd Sdng None 0
## 309 Hip CompShg CemntBd CmentBd Stone 186
## 310 Gable CompShg VinylSd VinylSd None 0
## 311 Gable CompShg Plywood Plywood None 0
## 312 Gable CompShg VinylSd VinylSd None 0
## 313 Gable CompShg HdBoard HdBoard BrkFace 335
## 314 Gable CompShg Plywood Plywood None 0
## 315 Gable CompShg Wd Sdng Wd Sdng None 0
## 316 Gable CompShg VinylSd VinylSd Stone 60
## 317 Gable CompShg VinylSd VinylSd None 0
## 318 Gable CompShg VinylSd VinylSd None 0
## 319 Gable CompShg VinylSd VinylSd BrkFace 84
## 320 Gable CompShg VinylSd VinylSd BrkFace 44
## 321 Gable CompShg VinylSd VinylSd None 0
## 322 Hip CompShg Stucco CmentBd None 0
## 323 Hip CompShg Plywood HdBoard None 0
## 324 Gable CompShg VinylSd VinylSd None 0
## 325 Mansard CompShg MetalSd Wd Shng None 0
## 326 Gable CompShg VinylSd VinylSd None 0
## 327 Gable CompShg CemntBd CmentBd None 0
## 328 Gable CompShg CemntBd CmentBd None 0
## 329 Gable CompShg CemntBd CmentBd None 0
## 330 Gable CompShg CemntBd CmentBd None 0
## 331 Gable CompShg CemntBd CmentBd None 0
## 332 Gable CompShg CemntBd CmentBd None 0
## 333 Gable CompShg CemntBd CmentBd None 0
## 334 Gable CompShg VinylSd VinylSd None 0
## 335 Gable CompShg HdBoard HdBoard BrkFace 189
## 336 Gable CompShg VinylSd VinylSd None 0
## 338 Gable CompShg HdBoard HdBoard None 0
## 339 Gable CompShg HdBoard HdBoard None 0
## 340 Hip CompShg VinylSd VinylSd None 0
## 341 Gable CompShg VinylSd VinylSd None 0
## 342 Gable CompShg MetalSd MetalSd None 0
## 343 Hip CompShg Plywood Plywood BrkFace 440
## 344 Gable CompShg Plywood Wd Sdng None 0
## 345 Gable CompShg VinylSd VinylSd None 0
## 346 Gable CompShg VinylSd VinylSd BrkFace 188
## 347 Gable CompShg HdBoard HdBoard BrkFace 32
## 348 Gable CompShg VinylSd VinylSd Stone 160
## 349 Gable CompShg HdBoard HdBoard BrkFace 22
## 350 Gable CompShg CemntBd CmentBd None 0
## 351 Gable CompShg CemntBd CmentBd None 0
## 352 Gable CompShg CemntBd CmentBd None 0
## 353 Gable CompShg CemntBd CmentBd None 0
## 354 Gable CompShg VinylSd VinylSd None 0
## 355 Gable CompShg VinylSd VinylSd BrkFace 40
## 356 Gable CompShg VinylSd VinylSd None 0
## 357 Gable CompShg VinylSd VinylSd None 0
## 358 Gable CompShg VinylSd VinylSd BrkFace 68
## 359 Gable CompShg HdBoard HdBoard None 0
## 360 Gable CompShg HdBoard HdBoard BrkFace 45
## 361 Gable CompShg VinylSd VinylSd None 0
## 362 Gable CompShg HdBoard HdBoard None 0
## 363 Gable CompShg HdBoard HdBoard BrkFace 106
## 364 Gable CompShg VinylSd VinylSd None 344
## 365 Gable CompShg HdBoard HdBoard None 0
## 366 Gable CompShg HdBoard HdBoard None 0
## 367 Hip CompShg VinylSd VinylSd Stone 748
## 368 Hip CompShg VinylSd VinylSd Stone 464
## 369 Hip CompShg VinylSd VinylSd Stone 16
## 370 Gable CompShg HdBoard Wd Sdng BrkFace 157
## 371 Gable CompShg CemntBd CmentBd BrkFace 278
## 372 Gable CompShg HdBoard HdBoard None 0
## 373 Hip CompShg Plywood Plywood BrkFace 209
## 374 Gable CompShg CemntBd CmentBd Stone 126
## 376 Gable CompShg VinylSd VinylSd BrkFace 101
## 377 Gable CompShg Plywood Plywood BrkFace 229
## 378 Gable CompShg Plywood Plywood BrkFace 225
## 379 Gable CompShg HdBoard HdBoard BrkFace 144
## 381 Gable CompShg Plywood Plywood BrkFace 206
## 382 Gable CompShg HdBoard HdBoard BrkFace 189
## 383 Gable CompShg Plywood Plywood BrkFace 44
## 384 Gable CompShg CemntBd CmentBd None 0
## 385 Gable CompShg VinylSd VinylSd Stone 110
## 387 Gable CompShg VinylSd VinylSd None 0
## 388 Gable CompShg HdBoard HdBoard BrkFace 161
## 389 Hip CompShg Plywood Plywood BrkFace 196
## 390 Gable CompShg Plywood Plywood None 0
## 391 Hip CompShg HdBoard HdBoard BrkFace 174
## 392 Gable CompShg HdBoard HdBoard BrkFace 333
## 393 Gable CompShg VinylSd VinylSd None 0
## 394 Gable CompShg MetalSd MetalSd BrkFace 76
## 395 Gable CompShg Plywood Plywood None 0
## 396 Gable CompShg HdBoard HdBoard None 0
## 397 Gable CompShg Plywood Plywood BrkFace 178
## 398 Gable CompShg VinylSd VinylSd None 0
## 399 Gable CompShg HdBoard Plywood None 0
## 400 Gable CompShg MetalSd MetalSd None 0
## 401 Gable CompShg HdBoard HdBoard None 0
## 402 Gable CompShg VinylSd VinylSd None 0
## 403 Gable CompShg HdBoard HdBoard BrkFace 504
## 404 Gable CompShg HdBoard HdBoard None 312
## 405 Gable CompShg HdBoard HdBoard BrkFace 142
## 406 Gable CompShg HdBoard HdBoard BrkFace 425
## 407 Gable CompShg HdBoard HdBoard BrkFace 510
## 408 Gable CompShg CemntBd CmentBd BrkFace 268
## 409 Gable CompShg Plywood Plywood None 0
## 410 Gable CompShg Plywood Brk Cmn None 0
## 411 Gable CompShg Plywood Brk Cmn None 0
## 412 Gable CompShg Plywood Brk Cmn None 0
## 413 Gable CompShg Plywood Brk Cmn None 0
## 414 Gable CompShg Plywood Brk Cmn None 0
## 415 Gable CompShg Plywood Brk Cmn None 0
## 416 Gable CompShg Plywood Brk Cmn None 0
## 417 Gable CompShg Plywood Brk Cmn None 0
## 418 Gable CompShg Plywood Brk Cmn None 0
## 419 Gable CompShg HdBoard HdBoard BrkFace 60
## 420 Hip CompShg HdBoard HdBoard BrkFace 165
## 421 Hip CompShg CemntBd CmentBd Stone 230
## 422 Hip CompShg VinylSd VinylSd Stone 726
## 423 Hip CompShg VinylSd VinylSd Stone 860
## 424 Hip CompShg VinylSd VinylSd Stone 200
## 425 Hip CompShg VinylSd VinylSd Stone 300
## 426 Gable CompShg VinylSd VinylSd Stone 640
## 427 Hip CompShg VinylSd VinylSd BrkFace 306
## 428 Gable CompShg VinylSd VinylSd None 0
## 429 Gable CompShg VinylSd VinylSd Stone 154
## 430 Hip CompShg VinylSd VinylSd Stone 450
## 431 Hip CompShg CemntBd CmentBd BrkFace 305
## 434 Hip CompShg VinylSd VinylSd Stone 424
## 435 Gable CompShg VinylSd VinylSd Stone 302
## 436 Hip CompShg VinylSd VinylSd BrkFace 238
## 437 Gable CompShg VinylSd VinylSd Stone 20
## 438 Gable CompShg VinylSd VinylSd Stone 250
## 440 Hip CompShg VinylSd VinylSd BrkFace 262
## 441 Gable CompShg VinylSd VinylSd Stone 122
## 442 Hip CompShg VinylSd VinylSd None 285
## 443 Hip CompShg VinylSd VinylSd Stone 216
## 444 Gable CompShg MetalSd MetalSd Stone 42
## 445 Gable CompShg VinylSd VinylSd BrkFace 296
## 446 Hip CompShg VinylSd VinylSd BrkFace 418
## 447 Gable CompShg VinylSd VinylSd Stone 268
## 448 Hip CompShg VinylSd VinylSd BrkFace 922
## 449 Hip CompShg VinylSd VinylSd BrkFace 724
## 450 Gable CompShg VinylSd VinylSd Stone 186
## 451 Gable CompShg VinylSd VinylSd Stone 383
## 452 Gable CompShg VinylSd VinylSd Stone 240
## 453 Gable CompShg VinylSd VinylSd Stone 135
## 454 Gable CompShg VinylSd VinylSd Stone 135
## 455 Gable CompShg VinylSd VinylSd Stone 176
## 456 Gable CompShg VinylSd VinylSd Stone 166
## 457 Hip CompShg CemntBd CmentBd Stone 730
## 458 Hip CompShg VinylSd VinylSd BrkFace 470
## 459 Hip CompShg MetalSd MetalSd BrkFace 308
## 460 Hip CompShg VinylSd VinylSd BrkFace 500
## 461 Hip CompShg VinylSd VinylSd BrkFace 270
## 462 Hip CompShg MetalSd MetalSd BrkFace 176
## 463 Gable CompShg VinylSd VinylSd Stone 163
## 464 Gable CompShg VinylSd Wd Shng Stone 106
## 465 Gable CompShg VinylSd VinylSd None 0
## 466 Gable CompShg VinylSd VinylSd None 0
## 467 Gable CompShg VinylSd VinylSd None 0
## 468 Gable CompShg VinylSd VinylSd None 0
## 469 Hip CompShg VinylSd VinylSd BrkFace 130
## 470 Hip CompShg VinylSd VinylSd BrkFace 130
## 471 Gable CompShg VinylSd VinylSd BrkFace 16
## 472 Gable CompShg VinylSd VinylSd BrkFace 16
## 473 Gable CompShg VinylSd VinylSd BrkFace 16
## 474 Gable CompShg VinylSd VinylSd BrkFace 11
## 475 Gable CompShg VinylSd VinylSd None 0
## 477 Gable CompShg WdShing Wd Shng None 0
## 478 Gable CompShg VinylSd VinylSd BrkFace 200
## 479 Hip CompShg VinylSd VinylSd None 0
## 480 Gable CompShg VinylSd VinylSd None 0
## 481 Gable CompShg VinylSd VinylSd None 0
## 482 Gable CompShg VinylSd VinylSd None 0
## 484 Gable CompShg VinylSd VinylSd None 0
## 485 Gable CompShg VinylSd VinylSd None 0
## 486 Gable CompShg VinylSd VinylSd BrkFace 40
## 487 Gable CompShg VinylSd VinylSd None 0
## 488 Gable CompShg VinylSd VinylSd BrkFace 16
## 489 Gable CompShg VinylSd VinylSd None 0
## 490 Gable CompShg VinylSd VinylSd None 0
## 492 Gable CompShg VinylSd VinylSd None 0
## 494 Gable CompShg VinylSd VinylSd None 0
## 495 Gable CompShg VinylSd VinylSd BrkFace 673
## 496 Gable CompShg VinylSd VinylSd BrkFace 506
## 497 Gable CompShg VinylSd VinylSd BrkFace 150
## 498 Gable CompShg VinylSd VinylSd BrkFace 731
## 499 Hip CompShg VinylSd VinylSd BrkFace 975
## 500 Gable CompShg VinylSd VinylSd BrkFace 921
## 501 Hip CompShg Wd Sdng Wd Sdng BrkFace 634
## 502 Gable CompShg HdBoard HdBoard BrkFace 256
## 503 Gable CompShg VinylSd VinylSd BrkFace 286
## 504 Gable CompShg HdBoard HdBoard BrkFace 372
## 505 Hip CompShg VinylSd VinylSd BrkFace 528
## 506 Gable CompShg HdBoard HdBoard None 0
## 507 Gable CompShg VinylSd VinylSd Stone 72
## 508 Gable CompShg VinylSd VinylSd Stone 240
## 509 Gable CompShg VinylSd VinylSd BrkFace 294
## 510 Gable CompShg CemntBd CmentBd Stone 194
## 511 Gable CompShg VinylSd VinylSd Stone 260
## 512 Hip CompShg VinylSd VinylSd Stone 206
## 513 Gable CompShg VinylSd VinylSd None 0
## 515 Gable CompShg VinylSd VinylSd None 0
## 516 Gable CompShg VinylSd VinylSd None 0
## 517 Gable CompShg VinylSd VinylSd None 0
## 518 Gable CompShg VinylSd VinylSd None 0
## 519 Gable CompShg CemntBd CmentBd Stone 72
## 520 Hip CompShg VinylSd VinylSd None 0
## 521 Gable CompShg VinylSd VinylSd Stone 120
## 522 Gable CompShg CemntBd CmentBd Stone 162
## 523 Gable CompShg VinylSd VinylSd Stone 238
## 524 Gable CompShg VinylSd VinylSd Stone 160
## 525 Hip CompShg VinylSd VinylSd Stone 121
## 526 Gable CompShg VinylSd VinylSd None 0
## 527 Gable CompShg CemntBd CmentBd Stone 100
## 528 Hip CompShg VinylSd VinylSd BrkFace 288
## 529 Gable CompShg VinylSd VinylSd None 0
## 530 Gable CompShg VinylSd VinylSd None 0
## 531 Gable CompShg VinylSd VinylSd None 0
## 532 Gable CompShg VinylSd Wd Shng None 0
## 533 Gable CompShg VinylSd VinylSd None 0
## 534 Gable CompShg VinylSd VinylSd None 0
## 535 Gable CompShg VinylSd VinylSd None 0
## 536 Gable CompShg VinylSd VinylSd None 0
## 537 Gable CompShg VinylSd VinylSd None 0
## 538 Gable Tar&Grv VinylSd VinylSd BrkFace 264
## 539 Gable CompShg VinylSd VinylSd None 0
## 540 Gable CompShg VinylSd VinylSd None 0
## 541 Gable CompShg VinylSd VinylSd None 0
## 542 Gable CompShg VinylSd VinylSd None 0
## 543 Gable CompShg VinylSd VinylSd BrkFace 140
## 544 Gable CompShg VinylSd VinylSd BrkFace 132
## 545 Gable CompShg VinylSd VinylSd Stone 366
## 546 Gable CompShg VinylSd VinylSd None 0
## 547 Gable CompShg HdBoard HdBoard None 0
## 548 Gable CompShg Plywood Plywood None 0
## 549 Gable CompShg Plywood ImStucc None 0
## 550 Gable CompShg VinylSd VinylSd None 0
## 551 Gable CompShg VinylSd VinylSd BrkFace 141
## 552 Gable CompShg Wd Sdng Wd Shng None 0
## 553 Gable CompShg Wd Sdng AsbShng None 0
## 554 Gable CompShg Wd Sdng Wd Sdng None 0
## 555 Hip CompShg HdBoard Plywood None 0
## 556 Gable CompShg Plywood Plywood BrkFace 153
## 557 Gable CompShg MetalSd MetalSd None 0
## 558 Gable CompShg Wd Sdng Plywood None 0
## 560 Gable CompShg Plywood Plywood None 0
## 561 Hip CompShg HdBoard HdBoard None 0
## 562 Gable CompShg MetalSd MetalSd None 0
## 563 Gable CompShg VinylSd VinylSd BrkFace 60
## 564 Gable CompShg VinylSd VinylSd BrkFace 115
## 565 Gable CompShg VinylSd VinylSd BrkFace 196
## 566 Gable CompShg MetalSd MetalSd None 0
## 567 Gable CompShg VinylSd VinylSd Stone 76
## 568 Gable CompShg VinylSd VinylSd Stone 76
## 569 Gable CompShg VinylSd VinylSd Stone 280
## 570 Gable CompShg VinylSd VinylSd Stone 252
## 571 Gable CompShg MetalSd MetalSd BrkFace 894
## 572 Gable CompShg MetalSd MetalSd BrkFace 513
## 573 Hip CompShg MetalSd MetalSd BrkFace 218
## 574 Gable CompShg MetalSd MetalSd BrkFace 456
## 575 Gable CompShg MetalSd MetalSd BrkFace 450
## 577 Gable CompShg BrkFace BrkFace None 0
## 578 Gable CompShg Plywood Plywood BrkFace 200
## 579 Gable CompShg Plywood Plywood None 0
## 580 Gable CompShg MetalSd MetalSd None 0
## 581 Hip CompShg HdBoard HdBoard BrkFace 571
## 582 Hip CompShg BrkFace BrkFace None 0
## 583 Gable CompShg HdBoard HdBoard Stone 240
## 584 Gable CompShg VinylSd VinylSd None 0
## 585 Gable CompShg HdBoard Plywood None 0
## 586 Gable CompShg MetalSd MetalSd BrkFace 256
## 587 Gable CompShg HdBoard HdBoard BrkFace 359
## 588 Gable CompShg HdBoard HdBoard BrkFace 128
## 589 Gable CompShg HdBoard HdBoard BrkFace 200
## 590 Hip CompShg HdBoard HdBoard BrkFace 283
## 591 Gable CompShg Plywood Plywood BrkFace 360
## 592 Hip CompShg VinylSd VinylSd None 0
## 593 Gable CompShg VinylSd VinylSd None 0
## 594 Gable CompShg HdBoard HdBoard None 0
## 595 Hip CompShg HdBoard HdBoard None 0
## 596 Gable CompShg VinylSd VinylSd None 0
## 597 Gable CompShg Plywood Plywood BrkFace 252
## 598 Hip CompShg HdBoard HdBoard BrkFace 509
## 599 Gable CompShg BrkFace Wd Sdng None 0
## 600 Gable CompShg VinylSd VinylSd None 0
## 601 Hip CompShg MetalSd MetalSd None 0
## 603 Gable CompShg Wd Sdng Wd Sdng BrkFace 160
## 604 Gable CompShg Wd Sdng Wd Sdng BrkFace 70
## 605 Gable CompShg VinylSd VinylSd BrkFace 95
## 606 Gable CompShg HdBoard Plywood BrkFace 180
## 607 Gable CompShg Wd Sdng Wd Sdng BrkFace 217
## 608 Gable CompShg HdBoard HdBoard Stone 144
## 609 Gable CompShg Plywood Plywood BrkFace 200
## 610 Gable CompShg MetalSd MetalSd None 0
## 611 Gable CompShg MetalSd HdBoard BrkFace 115
## 612 Gable CompShg MetalSd MetalSd BrkFace 132
## 613 Hip CompShg HdBoard HdBoard BrkFace 90
## 614 Gable CompShg Wd Sdng Wd Sdng None 0
## 615 Hip CompShg VinylSd VinylSd None 0
## 616 Gable CompShg MetalSd MetalSd BrkCmn 161
## 617 Hip CompShg Wd Sdng Wd Sdng BrkFace 90
## 619 Hip CompShg HdBoard HdBoard Stone 238
## 620 Hip CompShg MetalSd MetalSd None 0
## 621 Gable CompShg VinylSd VinylSd None 0
## 622 Gable CompShg MetalSd MetalSd None 0
## 623 Gable CompShg Plywood Plywood None 0
## 624 Hip CompShg MetalSd MetalSd BrkFace 3
## 625 Gable CompShg Plywood Plywood BrkFace 247
## 626 Gable CompShg MetalSd MetalSd BrkFace 210
## 627 Gable CompShg HdBoard HdBoard BrkFace 176
## 628 Gable CompShg VinylSd VinylSd BrkFace 576
## 630 Gable CompShg VinylSd VinylSd None 0
## 631 Gable CompShg Wd Sdng Wd Sdng BrkFace 164
## 632 Hip CompShg BrkFace BrkFace None 0
## 633 Gable CompShg Plywood Plywood BrkFace 128
## 634 Hip CompShg MetalSd MetalSd None 0
## 635 Hip CompShg Wd Sdng Wd Sdng BrkCmn 183
## 636 Hip CompShg Wd Sdng Wd Sdng BrkFace 176
## 637 Gable CompShg BrkFace BrkFace None 0
## 638 Gable CompShg AsbShng AsbShng None 0
## 639 Gable CompShg Plywood Plywood None 0
## 640 Gable CompShg Wd Sdng Wd Sdng BrkFace 399
## 641 Hip CompShg Wd Sdng Wd Sdng BrkFace 650
## 642 Hip CompShg Wd Sdng Wd Sdng BrkFace 657
## 643 Hip CompShg MetalSd MetalSd BrkFace 80
## 644 Gable CompShg MetalSd MetalSd None 0
## 645 Hip CompShg MetalSd MetalSd None 0
## 646 Gable CompShg Plywood Plywood None 0
## 647 Hip CompShg Wd Sdng Wd Sdng BrkCmn 70
## 648 Gable CompShg MetalSd MetalSd None 0
## 649 Hip CompShg Wd Sdng Wd Sdng None 0
## 650 Hip CompShg Wd Sdng Wd Sdng BrkFace 140
## 652 Gable CompShg WdShing Wd Shng None 0
## 653 Gable CompShg Wd Sdng Wd Sdng None 0
## 654 Gable CompShg VinylSd VinylSd None 0
## 655 Gable CompShg MetalSd MetalSd None 0
## 656 Gable CompShg HdBoard HdBoard None 0
## 657 Gable CompShg VinylSd VinylSd None 0
## 658 Gable CompShg MetalSd MetalSd None 0
## 659 Gable CompShg VinylSd VinylSd None 0
## 660 Gable CompShg MetalSd MetalSd None 0
## 661 Gable CompShg MetalSd MetalSd None 0
## 662 Gable CompShg VinylSd VinylSd None 0
## 663 Gable CompShg Stucco Stucco None 0
## 665 Gable CompShg Wd Sdng Wd Sdng None 0
## 666 Gable CompShg VinylSd VinylSd None 0
## 667 Gable CompShg MetalSd MetalSd Stone 480
## 668 Gable CompShg HdBoard HdBoard BrkFace 295
## 669 Gable CompShg HdBoard HdBoard None 0
## 670 Gable CompShg MetalSd MetalSd BrkFace 368
## 671 Hip CompShg Wd Sdng Wd Sdng None 0
## 672 Hip CompShg Plywood Plywood Stone 143
## 673 Hip CompShg MetalSd MetalSd None 0
## 674 Gable CompShg Wd Sdng Wd Sdng BrkFace 30
## 675 Flat Tar&Grv Wd Sdng Wd Sdng BrkFace 82
## 678 Gable CompShg Wd Sdng Wd Sdng None 0
## 680 Gable CompShg VinylSd Wd Sdng None 0
## 681 Hip CompShg BrkFace BrkFace None 0
## 682 Hip CompShg BrkFace Plywood None 0
## 683 Gable CompShg MetalSd MetalSd None 0
## 684 Gable CompShg BrkFace Plywood None 0
## 685 Hip CompShg BrkFace Plywood None 0
## 686 Gable CompShg MetalSd MetalSd None 0
## 687 Gable CompShg MetalSd MetalSd None 0
## 688 Gable CompShg HdBoard HdBoard BrkFace 420
## 689 Gable CompShg Plywood Plywood BrkFace 124
## 690 Hip CompShg HdBoard HdBoard None 0
## 691 Hip CompShg MetalSd MetalSd None 0
## 692 Gable CompShg MetalSd MetalSd None 0
## 693 Gable CompShg Wd Sdng Wd Sdng None 0
## 694 Gable CompShg Wd Sdng Wd Sdng None 0
## 695 Gable CompShg Wd Sdng Wd Sdng None 0
## 696 Gable CompShg Wd Sdng Wd Sdng None 0
## 697 Gable CompShg VinylSd VinylSd None 0
## 698 Gable CompShg VinylSd VinylSd None 0
## 699 Gable CompShg Wd Sdng Wd Sdng None 0
## 700 Gable CompShg Wd Sdng Wd Sdng None 0
## 702 Hip CompShg Wd Sdng Wd Sdng BrkFace 360
## 703 Gable CompShg HdBoard HdBoard None 0
## 704 Gable CompShg MetalSd MetalSd None 0
## 705 Gable CompShg MetalSd MetalSd None 0
## 706 Gable CompShg Wd Sdng Wd Sdng None 0
## 707 Gable CompShg Wd Sdng Wd Sdng None 0
## 709 Gable CompShg MetalSd MetalSd None 0
## 711 Gable CompShg MetalSd MetalSd None 0
## 712 Gable CompShg Stucco Stucco None 0
## 713 Gable CompShg MetalSd MetalSd None 0
## 714 Gable CompShg VinylSd VinylSd None 0
## 715 Gable CompShg AsbShng AsbShng None 0
## 717 Mansard CompShg Stucco Stucco None 0
## 718 Gable CompShg Stucco BrkFace None 0
## 719 Gable CompShg Stucco Stucco None 0
## 720 Gable CompShg Wd Sdng Wd Sdng None 0
## 721 Gable CompShg Stucco Stucco None 0
## 722 Hip CompShg VinylSd VinylSd None 0
## 724 Hip CompShg VinylSd VinylSd None 0
## 726 Gable CompShg MetalSd MetalSd None 0
## 727 Gable CompShg Wd Sdng Wd Sdng None 0
## 728 Mansard CompShg AsbShng AsbShng None 0
## 729 Gable CompShg Wd Sdng Wd Sdng None 0
## 730 Gable CompShg MetalSd MetalSd None 0
## 731 Gable CompShg Wd Sdng Wd Sdng None 0
## 732 Gable CompShg WdShing Wd Shng None 0
## 734 Gable CompShg MetalSd MetalSd None 0
## 735 Gable CompShg MetalSd MetalSd None 0
## 736 Gable CompShg Wd Sdng Wd Sdng None 0
## 737 Gable CompShg MetalSd MetalSd None 0
## 738 Gable CompShg Stucco Stucco BrkFace 444
## 739 Gable CompShg Wd Sdng Wd Sdng None 0
## 740 Gable CompShg Wd Sdng Wd Sdng None 0
## 741 Gable CompShg Wd Sdng Wd Sdng None 0
## 742 Gable CompShg AsbShng AsbShng None 0
## 744 Gable CompShg Wd Sdng Wd Sdng None 0
## 745 Gable CompShg MetalSd MetalSd None 0
## 746 Gable CompShg Wd Sdng Wd Sdng None 0
## 747 Hip CompShg Wd Sdng Wd Sdng None 0
## 748 Gable CompShg Wd Sdng Wd Shng None 0
## 749 Gable CompShg HdBoard HdBoard None 0
## 750 Gable CompShg MetalSd MetalSd None 0
## 751 Gable CompShg Stucco Stucco None 0
## 752 Gable CompShg Wd Sdng Wd Sdng None 0
## 755 Gable CompShg Plywood Plywood None 0
## 756 Gable CompShg MetalSd MetalSd None 0
## 757 Gable CompShg Wd Sdng Wd Sdng None 0
## 758 Gable CompShg MetalSd MetalSd Stone 188
## 759 Gable CompShg MetalSd MetalSd None 0
## 760 Hip CompShg MetalSd MetalSd None 0
## 761 Gable CompShg MetalSd MetalSd None 0
## 762 Gable CompShg MetalSd MetalSd None 0
## 763 Gable CompShg Plywood Plywood None 0
## 764 Gable CompShg Plywood Plywood None 0
## 765 Gable CompShg Plywood Plywood None 0
## 767 Gambrel CompShg Wd Sdng Wd Sdng None 0
## 769 Gable CompShg HdBoard HdBoard None 0
## 770 Gable CompShg VinylSd VinylSd None 0
## 771 Hip CompShg HdBoard HdBoard BrkFace 92
## 772 Hip CompShg HdBoard HdBoard BrkFace 172
## 773 Hip CompShg HdBoard HdBoard BrkFace 89
## 774 Gable CompShg Plywood HdBoard BrkFace 23
## 775 Hip CompShg Wd Sdng Wd Sdng None 0
## 776 Hip CompShg HdBoard HdBoard None 0
## 777 Gable CompShg Wd Sdng Wd Sdng BrkFace 116
## 778 Hip CompShg HdBoard HdBoard None 0
## 779 Hip CompShg Wd Sdng Wd Sdng BrkFace 54
## 780 Hip CompShg Wd Sdng Wd Sdng BrkFace 366
## 782 Gable CompShg Wd Sdng Wd Sdng None 0
## 783 Flat Tar&Grv Wd Sdng Wd Sdng None 0
## 784 Gable CompShg VinylSd VinylSd None 0
## 785 Gable CompShg VinylSd VinylSd None 0
## 786 Hip CompShg Wd Sdng Wd Sdng None 0
## 787 Hip CompShg BrkFace Wd Sdng None 0
## 788 Gable CompShg VinylSd VinylSd None 0
## 789 Hip CompShg Wd Sdng Wd Sdng None 0
## 790 Hip CompShg MetalSd MetalSd None 0
## 792 Hip CompShg MetalSd MetalSd None 0
## 793 Hip CompShg MetalSd MetalSd None 0
## 794 Gable CompShg Wd Sdng Wd Sdng None 0
## 795 Gable CompShg Wd Sdng Wd Sdng None 0
## 796 Gable CompShg HdBoard HdBoard BrkFace 149
## 797 Gable CompShg Wd Sdng Wd Sdng None 0
## 798 Gable CompShg WdShing Wd Shng None 0
## 800 Gable CompShg HdBoard HdBoard None 0
## 801 Gable CompShg Wd Sdng Wd Sdng BrkFace 100
## 802 Gable CompShg Wd Sdng Wd Sdng None 0
## 803 Hip CompShg HdBoard HdBoard BrkFace 234
## 804 Gable CompShg HdBoard HdBoard BrkFace 137
## 805 Gable CompShg VinylSd VinylSd None 0
## 806 Gable CompShg VinylSd VinylSd None 0
## 807 Gable CompShg HdBoard HdBoard None 0
## 808 Gable CompShg HdBoard HdBoard None 0
## 809 Gable CompShg Plywood Plywood Stone 275
## 810 Gable CompShg HdBoard HdBoard None 0
## 811 Gable CompShg HdBoard HdBoard None 0
## 812 Gable CompShg Plywood Plywood None 0
## 813 Gable CompShg Plywood Plywood None 0
## 814 Gable CompShg Plywood Plywood BrkFace 216
## 815 Gable CompShg HdBoard HdBoard None 0
## 816 Hip CompShg VinylSd VinylSd BrkFace 23
## 817 Hip CompShg VinylSd VinylSd BrkFace 23
## 818 Hip CompShg VinylSd VinylSd BrkFace 23
## 819 Hip CompShg VinylSd VinylSd Stone 242
## 820 Hip CompShg VinylSd VinylSd Stone 336
## 821 Gable CompShg VinylSd VinylSd Stone 270
## 822 Gable CompShg VinylSd VinylSd Stone 364
## 823 Gable CompShg VinylSd VinylSd None 0
## 824 Gable CompShg VinylSd VinylSd None 0
## 825 Hip CompShg VinylSd VinylSd Stone 352
## 826 Gable CompShg VinylSd VinylSd None 0
## 827 Gable CompShg VinylSd VinylSd Stone 180
## 828 Gable CompShg VinylSd VinylSd None 0
## 829 Gable CompShg VinylSd VinylSd BrkFace 140
## 830 Gable CompShg VinylSd VinylSd Stone 82
## 831 Gable CompShg VinylSd VinylSd Stone 76
## 832 Gable CompShg VinylSd VinylSd None 0
## 833 Gable CompShg Wd Sdng Wd Sdng BrkFace 145
## 834 Gable CompShg VinylSd VinylSd None 0
## 835 Flat Tar&Grv Plywood Plywood None 0
## 836 Gable CompShg VinylSd VinylSd None 0
## 837 Gable CompShg VinylSd VinylSd None 0
## 838 Gable CompShg VinylSd VinylSd None 0
## 840 Gable CompShg VinylSd VinylSd None 0
## 841 Gable CompShg VinylSd VinylSd None 0
## 842 Gable CompShg VinylSd VinylSd None 0
## 843 Gable CompShg VinylSd VinylSd None 0
## 844 Gable CompShg VinylSd VinylSd BrkFace 183
## 845 Gable CompShg VinylSd VinylSd None 0
## 846 Gable CompShg VinylSd VinylSd BrkFace 120
## 847 Gable CompShg VinylSd VinylSd BrkFace 95
## 848 Gable CompShg VinylSd VinylSd BrkFace 110
## 849 Gable CompShg VinylSd VinylSd None 0
## 850 Gable CompShg VinylSd VinylSd None 0
## 851 Gable CompShg VinylSd VinylSd BrkFace 68
## 852 Gable CompShg VinylSd VinylSd BrkFace 180
## 853 Gable CompShg HdBoard HdBoard BrkFace 136
## 854 Gable CompShg MetalSd MetalSd BrkFace 76
## 855 Gable CompShg HdBoard HdBoard BrkFace 40
## 856 Gable CompShg HdBoard HdBoard None 0
## 857 Gable CompShg VinylSd VinylSd BrkFace 90
## 858 Gable CompShg HdBoard Plywood None 0
## 859 Gable CompShg HdBoard Plywood None 0
## 860 Hip CompShg MetalSd MetalSd None 0
## 861 Gable CompShg WdShing HdBoard None 0
## 862 Gable CompShg HdBoard Wd Shng None 0
## 863 Hip CompShg VinylSd VinylSd None 0
## 864 Gable CompShg VinylSd VinylSd BrkFace 198
## 865 Hip CompShg VinylSd VinylSd None 0
## 866 Gable CompShg VinylSd VinylSd BrkFace 108
## 867 Hip CompShg VinylSd VinylSd BrkFace 204
## 868 Gable CompShg VinylSd VinylSd None 0
## 869 Gable CompShg VinylSd VinylSd None 0
## 870 Gable CompShg VinylSd VinylSd BrkFace 260
## 871 Hip CompShg VinylSd VinylSd BrkFace 196
## 872 Hip CompShg HdBoard HdBoard BrkFace 164
## 873 Gable CompShg VinylSd VinylSd BrkFace 209
## 874 Gable CompShg VinylSd VinylSd BrkFace 573
## 875 Gable CompShg VinylSd VinylSd None 0
## 876 Gable CompShg VinylSd VinylSd None 0
## 877 Gable CompShg VinylSd VinylSd BrkFace 171
## 878 Gable CompShg VinylSd VinylSd BrkFace 170
## 879 Gable CompShg VinylSd VinylSd BrkFace 170
## 880 Gable CompShg VinylSd VinylSd BrkFace 180
## 881 Gable CompShg VinylSd VinylSd None 0
## 882 Gable CompShg VinylSd VinylSd BrkFace 210
## 883 Gable CompShg VinylSd VinylSd None 0
## 884 Gable CompShg VinylSd VinylSd None 0
## 885 Gable CompShg VinylSd VinylSd None 0
## 886 Hip CompShg MetalSd MetalSd None 0
## 887 Gable CompShg MetalSd MetalSd None 0
## 888 Gable CompShg HdBoard HdBoard BrkFace 500
## 889 Hip CompShg HdBoard Plywood BrkFace 140
## 890 Gable CompShg HdBoard HdBoard None 0
## 891 Hip CompShg MetalSd MetalSd BrkFace 255
## 892 Hip CompShg CemntBd CmentBd Stone 340
## 894 Hip CompShg VinylSd VinylSd None 0
## 895 Gable CompShg AsbShng AsbShng None 0
## 896 Gable CompShg MetalSd MetalSd None 0
## 898 Gable CompShg Wd Sdng Wd Sdng None 0
## 900 Hip CompShg VinylSd VinylSd BrkFace 74
## 901 Hip CompShg HdBoard HdBoard BrkFace 259
## 902 Gable CompShg AsbShng AsbShng None 0
## 904 Gable CompShg Wd Sdng Wd Sdng None 0
## 905 Gable CompShg Wd Sdng Wd Sdng None 0
## 906 Gable CompShg MetalSd MetalSd BrkFace 88
## 907 Gable CompShg VinylSd Stucco None 0
## 908 Gable CompShg Wd Sdng Wd Sdng None 0
## 909 Gable CompShg VinylSd VinylSd None 0
## 911 Gable CompShg Wd Sdng Wd Sdng None 0
## 912 Gable CompShg WdShing Plywood None 0
## 913 Gable CompShg Stucco Stucco None 0
## 914 Gable CompShg WdShing Wd Shng None 0
## 915 Gable CompShg Wd Sdng Wd Sdng None 0
## 917 Gable CompShg Wd Sdng Wd Sdng None 0
## 918 Gambrel CompShg Wd Sdng Wd Sdng None 0
## 919 Gambrel CompShg MetalSd MetalSd None 0
## 920 Gable CompShg Wd Sdng Wd Sdng None 0
## 921 Gable CompShg Wd Sdng Wd Sdng None 0
## 922 Gable CompShg MetalSd MetalSd None 0
## 923 Gable CompShg MetalSd MetalSd None 0
## 924 Gable CompShg Wd Sdng Wd Sdng None 0
## 925 Gable CompShg Wd Sdng Wd Sdng None 0
## 926 Gable CompShg Wd Sdng Wd Sdng None 0
## 927 Gable CompShg BrkFace BrkFace None 0
## 928 Gable CompShg MetalSd MetalSd None 0
## 929 Gable CompShg HdBoard Plywood Stone 132
## 931 Gable CompShg HdBoard HdBoard None 0
## 932 Gable CompShg HdBoard HdBoard Stone 420
## 933 Gable CompShg MetalSd MetalSd None 0
## 934 Gable CompShg MetalSd MetalSd None 0
## 935 Gable CompShg MetalSd MetalSd None 0
## 936 Gable CompShg MetalSd MetalSd None 0
## 937 Gable CompShg VinylSd VinylSd BrkFace 242
## 938 Hip CompShg BrkFace BrkFace None 0
## 939 Hip CompShg Wd Sdng Plywood BrkFace 260
## 940 Hip CompShg VinylSd VinylSd None 0
## 941 Gambrel CompShg AsbShng AsbShng None 0
## 942 Gable CompShg Wd Sdng Wd Shng None 0
## 945 Hip CompShg CemntBd CmentBd Stone 174
## 947 Gable CompShg CemntBd CmentBd None 0
## 948 Gable CompShg VinylSd VinylSd None 0
## 949 Hip CompShg VinylSd VinylSd Stone 108
## 950 Gable CompShg VinylSd VinylSd None 0
## 951 Gable CompShg Plywood Plywood None 0
## 952 Gable CompShg Plywood Plywood None 0
## 953 Gable CompShg Plywood Plywood None 0
## 954 Gable CompShg HdBoard HdBoard None 0
## 955 Gable CompShg HdBoard HdBoard None 0
## 957 Hip CompShg BrkFace BrkFace None 0
## 958 Hip CompShg VinylSd VinylSd Stone 70
## 959 Gable CompShg VinylSd VinylSd None 0
## 960 Gable CompShg CemntBd CmentBd Stone 246
## 961 Gable CompShg CemntBd CmentBd BrkFace 406
## 962 Gable CompShg VinylSd VinylSd None 0
## 963 Gable CompShg HdBoard HdBoard None 0
## 964 Gable CompShg MetalSd MetalSd None 0
## 965 Hip CompShg Plywood Plywood BrkFace 310
## 966 Gable CompShg VinylSd VinylSd BrkFace 136
## 967 Gable CompShg VinylSd VinylSd None 0
## 968 Hip CompShg VinylSd VinylSd BrkFace 584
## 969 Hip CompShg CemntBd CmentBd Stone 290
## 970 Gable CompShg HdBoard HdBoard BrkFace 182
## 971 Hip CompShg HdBoard HdBoard BrkFace 75
## 972 Hip CompShg VinylSd VinylSd BrkFace 320
## 973 Hip CompShg VinylSd VinylSd BrkFace 425
## 974 Gable CompShg CemntBd CmentBd None 0
## 975 Gable CompShg HdBoard HdBoard None 0
## 976 Gable CompShg CemntBd CmentBd None 0
## 977 Hip CompShg HdBoard HdBoard BrkFace 176
## 978 Gable CompShg CemntBd CmentBd None 0
## 979 Gable CompShg CemntBd CmentBd None 0
## 980 Gable CompShg CemntBd CmentBd None 0
## 981 Gable CompShg MetalSd MetalSd None 0
## 982 Gable CompShg HdBoard HdBoard None 0
## 983 Gable CompShg Plywood Plywood BrkFace 104
## 984 Gable CompShg HdBoard Plywood None 0
## 985 Gable CompShg HdBoard Wd Shng None 0
## 987 Gable CompShg HdBoard Wd Shng None 0
## 988 Gable CompShg Plywood ImStucc None 0
## 989 Gable CompShg VinylSd VinylSd BrkFace 178
## 990 Hip CompShg MetalSd MetalSd None 0
## 991 Gable CompShg BrkFace Plywood None 0
## 992 Gable CompShg HdBoard HdBoard None 0
## 993 Gable CompShg VinylSd VinylSd None 0
## 994 Gable CompShg VinylSd VinylSd BrkFace 119
## 995 Gable CompShg VinylSd VinylSd None 0
## 996 Gable CompShg VinylSd VinylSd None 0
## 997 Gable CompShg HdBoard HdBoard None 0
## 998 Gable CompShg HdBoard HdBoard None 0
## 999 Gable CompShg HdBoard HdBoard None 0
## 1000 Gable CompShg CemntBd CmentBd None 0
## 1001 Gable CompShg CemntBd CmentBd None 0
## 1002 Gable CompShg HdBoard HdBoard None 0
## 1003 Gable CompShg HdBoard HdBoard None 0
## 1004 Gable CompShg VinylSd VinylSd None 0
## 1005 Gable CompShg VinylSd VinylSd None 0
## 1006 Gable CompShg HdBoard HdBoard None 0
## 1007 Gable CompShg MetalSd MetalSd None 0
## 1008 Gable CompShg HdBoard HdBoard BrkFace 194
## 1009 Gable CompShg HdBoard HdBoard None 0
## 1010 Gable CompShg HdBoard HdBoard None 0
## 1011 Gable CompShg VinylSd VinylSd Stone 130
## 1012 Hip CompShg VinylSd VinylSd BrkFace 245
## 1013 Hip CompShg VinylSd VinylSd BrkFace 296
## 1016 Hip CompShg AsbShng AsbShng BrkFace 44
## 1017 Gable CompShg Plywood Plywood BrkFace 123
## 1018 Gable CompShg Plywood Wd Sdng BrkFace 102
## 1019 Gable CompShg MetalSd MetalSd BrkFace 210
## 1020 Gable CompShg WdShing Plywood BrkFace 174
## 1021 Hip CompShg Plywood Plywood BrkFace 383
## 1022 Hip CompShg Plywood Plywood BrkFace 194
## 1023 Gable CompShg HdBoard HdBoard BrkFace 424
## 1024 Hip CompShg HdBoard HdBoard BrkFace 621
## 1025 Gable CompShg VinylSd VinylSd None 0
## 1026 Gable CompShg HdBoard HdBoard BrkFace 280
## 1027 Gable CompShg VinylSd VinylSd None 0
## 1029 Gable CompShg Plywood Plywood BrkFace 160
## 1030 Gable CompShg HdBoard HdBoard BrkFace 120
## 1031 Hip CompShg Plywood Plywood BrkFace 660
## 1032 Gable CompShg HdBoard HdBoard None 0
## 1033 Gable CompShg VinylSd VinylSd BrkFace 402
## 1034 Gable CompShg VinylSd VinylSd None 0
## 1035 Gable CompShg HdBoard HdBoard None 0
## 1036 Gable CompShg HdBoard HdBoard BrkFace 72
## 1037 Hip CompShg MetalSd MetalSd None 0
## 1038 Hip CompShg MetalSd MetalSd None 0
## 1039 Gable CompShg MetalSd MetalSd None 0
## 1040 Gable CompShg HdBoard HdBoard BrkFace 359
## 1041 Gable CompShg HdBoard HdBoard BrkFace 158
## 1042 Gable CompShg HdBoard HdBoard BrkFace 422
## 1043 Gable CompShg HdBoard HdBoard BrkFace 127
## 1044 Gable CompShg HdBoard HdBoard BrkFace 232
## 1045 Gable CompShg HdBoard HdBoard BrkFace 604
## 1046 Gable CompShg HdBoard HdBoard BrkFace 356
## 1047 Gable CompShg Plywood Plywood None 0
## 1048 Gable CompShg Plywood Brk Cmn None 0
## 1049 Gable CompShg Plywood Brk Cmn None 0
## 1050 Gable CompShg HdBoard HdBoard BrkFace 65
## 1051 Hip CompShg VinylSd VinylSd Stone 426
## 1052 Gable CompShg VinylSd VinylSd Stone 272
## 1054 Hip CompShg VinylSd VinylSd Stone 268
## 1055 Hip CompShg VinylSd VinylSd Stone 302
## 1056 Hip CompShg VinylSd VinylSd Stone 436
## 1057 Hip CompShg VinylSd VinylSd Stone 554
## 1058 Hip CompShg VinylSd VinylSd BrkFace 480
## 1059 Hip CompShg VinylSd VinylSd BrkFace 270
## 1060 Hip CompShg CemntBd CmentBd BrkFace 468
## 1061 Gable CompShg CemntBd CmentBd BrkFace 368
## 1062 Hip CompShg VinylSd VinylSd Stone 108
## 1063 Gable CompShg VinylSd VinylSd Stone 126
## 1065 Gable CompShg VinylSd VinylSd BrkFace 664
## 1066 Gable CompShg VinylSd VinylSd BrkFace 292
## 1067 Gable CompShg VinylSd VinylSd BrkFace 504
## 1068 Gable CompShg VinylSd VinylSd BrkFace 1110
## 1069 Gable CompShg VinylSd VinylSd BrkFace 221
## 1070 Hip CompShg MetalSd MetalSd BrkFace 492
## 1071 Hip CompShg MetalSd MetalSd BrkFace 766
## 1072 Gable CompShg VinylSd VinylSd Stone 144
## 1073 Hip CompShg MetalSd MetalSd BrkFace 472
## 1074 Hip CompShg MetalSd MetalSd BrkFace 616
## 1075 Hip CompShg MetalSd MetalSd BrkFace 714
## 1076 Hip CompShg MetalSd MetalSd BrkFace 176
## 1077 Hip CompShg MetalSd MetalSd BrkFace 196
## 1078 Gable CompShg VinylSd Wd Shng Stone 106
## 1079 Gable CompShg VinylSd Wd Shng Stone 106
## 1080 Gable CompShg VinylSd VinylSd Stone 146
## 1081 Gable CompShg VinylSd VinylSd BrkFace 143
## 1082 Hip CompShg VinylSd VinylSd BrkFace 24
## 1083 Gable CompShg VinylSd VinylSd BrkFace 14
## 1084 Gable CompShg VinylSd VinylSd BrkFace 16
## 1085 Gable CompShg WdShing Wd Shng BrkFace 20
## 1086 Gable CompShg VinylSd VinylSd None 0
## 1087 Gable CompShg VinylSd VinylSd None 0
## 1088 Gable CompShg VinylSd VinylSd Stone 182
## 1089 Gable CompShg VinylSd VinylSd None 0
## 1090 Gable CompShg VinylSd VinylSd None 0
## 1091 Gable CompShg VinylSd VinylSd BrkFace 196
## 1092 Gable CompShg VinylSd VinylSd Stone 176
## 1093 Gable CompShg VinylSd VinylSd BrkFace 318
## 1094 Gable CompShg VinylSd VinylSd BrkFace 647
## 1095 Gable CompShg VinylSd VinylSd None 0
## 1096 Gable CompShg VinylSd VinylSd None 0
## 1097 Gable CompShg VinylSd VinylSd None 0
## 1098 Gable CompShg VinylSd VinylSd None 0
## 1099 Hip CompShg HdBoard HdBoard BrkFace 1290
## 1100 Gable CompShg VinylSd VinylSd BrkFace 473
## 1101 Gable CompShg VinylSd VinylSd BrkFace 350
## 1102 Hip CompShg VinylSd VinylSd BrkFace 295
## 1103 Gable CompShg VinylSd VinylSd BrkFace 495
## 1104 Gable CompShg VinylSd VinylSd None 0
## 1105 Gable CompShg VinylSd VinylSd BrkFace 466
## 1106 Hip CompShg MetalSd MetalSd BrkFace 660
## 1107 Hip CompShg Wd Sdng ImStucc BrkFace 651
## 1109 Gable CompShg VinylSd VinylSd BrkFace 448
## 1110 Hip CompShg HdBoard HdBoard BrkFace 554
## 1111 Gable CompShg VinylSd VinylSd Stone 186
## 1112 Gable CompShg VinylSd VinylSd Stone 74
## 1113 Gable CompShg VinylSd VinylSd BrkFace 53
## 1114 Gable CompShg VinylSd VinylSd BrkFace 128
## 1115 Gable CompShg VinylSd VinylSd Stone 284
## 1116 Gable CompShg VinylSd VinylSd Stone 468
## 1117 Gable CompShg VinylSd VinylSd Stone 256
## 1118 Gable CompShg VinylSd VinylSd Stone 156
## 1119 Hip CompShg VinylSd VinylSd Stone 310
## 1120 Hip CompShg VinylSd VinylSd None 0
## 1121 Gable CompShg VinylSd VinylSd None 0
## 1122 Gable CompShg VinylSd VinylSd None 0
## 1123 Gable CompShg CemntBd CmentBd None 0
## 1124 Gable CompShg VinylSd VinylSd None 0
## 1125 Hip CompShg VinylSd VinylSd BrkFace 768
## 1126 Gable CompShg CemntBd CmentBd None 0
## 1127 Gable CompShg VinylSd VinylSd Stone 100
## 1128 Gable CompShg CemntBd CmentBd None 0
## 1129 Gable CompShg VinylSd VinylSd BrkFace 292
## 1130 Gable CompShg CemntBd CmentBd Stone 210
## 1131 Gable CompShg VinylSd VinylSd None 0
## 1132 Gable CompShg VinylSd VinylSd BrkFace 120
## 1133 Gable CompShg VinylSd VinylSd None 0
## 1134 Gable CompShg VinylSd VinylSd BrkFace 95
## 1135 Gable CompShg VinylSd VinylSd BrkFace 126
## 1136 Gable CompShg VinylSd VinylSd None 0
## 1137 Gable CompShg VinylSd VinylSd None 0
## 1138 Gable CompShg VinylSd VinylSd None 0
## 1139 Gable CompShg VinylSd VinylSd None 0
## 1140 Gable CompShg VinylSd VinylSd BrkFace 38
## 1141 Gable CompShg HdBoard HdBoard BrkFace 120
## 1142 Gable CompShg HdBoard HdBoard BrkFace 258
## 1143 Gable CompShg VinylSd VinylSd BrkFace 145
## 1144 Gable CompShg VinylSd VinylSd None 0
## 1145 Gable CompShg HdBoard HdBoard None 0
## 1146 Gable CompShg HdBoard HdBoard BrkFace 88
## 1148 Gable CompShg Plywood Plywood None 0
## 1149 Gable CompShg Plywood Plywood None 0
## 1150 Hip CompShg Wd Sdng Wd Sdng None 0
## 1151 Hip CompShg HdBoard Plywood None 0
## 1152 Gable CompShg Wd Sdng Wd Sdng None 0
## 1153 Gable CompShg HdBoard HdBoard None 0
## 1154 Hip CompShg Wd Sdng HdBoard None 0
## 1155 Hip CompShg HdBoard HdBoard None 0
## 1156 Gable CompShg HdBoard ImStucc BrkFace 144
## 1157 Gable CompShg HdBoard HdBoard None 0
## 1158 Hip CompShg HdBoard HdBoard BrkFace 304
## 1159 Hip CompShg Wd Sdng Wd Sdng BrkFace 568
## 1160 Gable CompShg MetalSd MetalSd None 0
## 1161 Gable CompShg MetalSd MetalSd None 0
## 1162 Gable CompShg MetalSd MetalSd None 0
## 1163 Gable CompShg MetalSd MetalSd None 0
## 1164 Gable CompShg VinylSd VinylSd None 0
## 1165 Gable CompShg VinylSd VinylSd None 0
## 1166 Gable CompShg MetalSd MetalSd BrkFace 360
## 1167 Gable CompShg MetalSd MetalSd Stone 216
## 1168 Hip CompShg MetalSd MetalSd BrkFace 260
## 1169 Gable CompShg VinylSd VinylSd BrkFace 179
## 1170 Gable CompShg VinylSd VinylSd None 0
## 1171 Gable CompShg VinylSd VinylSd BrkFace 260
## 1172 Gable CompShg MetalSd MetalSd BrkFace 60
## 1173 Gable CompShg MetalSd MetalSd BrkFace 212
## 1174 Gable CompShg VinylSd VinylSd BrkFace 216
## 1175 Gable CompShg VinylSd VinylSd BrkFace 513
## 1176 Gable CompShg MetalSd MetalSd BrkFace 466
## 1177 Gable CompShg MetalSd MetalSd BrkFace 456
## 1178 Gable CompShg BrkFace MetalSd None 0
## 1179 Gable CompShg BrkFace BrkFace None 0
## 1180 Hip CompShg BrkFace BrkFace None 0
## 1182 Gable CompShg Plywood Plywood None 0
## 1183 Mansard CompShg Wd Sdng Wd Sdng BrkFace 1050
## 1185 Gable CompShg VinylSd VinylSd None 0
## 1186 Hip CompShg Plywood Plywood BrkFace 288
## 1187 Gable CompShg MetalSd MetalSd None 0
## 1188 Gable CompShg HdBoard HdBoard None 0
## 1189 Gable CompShg VinylSd VinylSd BrkFace 144
## 1190 Gable CompShg Plywood Plywood None 0
## 1191 Gable CompShg MetalSd MetalSd None 0
## 1192 Gable CompShg HdBoard HdBoard None 0
## 1193 Gable CompShg MetalSd MetalSd None 0
## 1194 Gable CompShg VinylSd VinylSd BrkFace 300
## 1195 Hip CompShg HdBoard HdBoard None 0
## 1196 Gable CompShg HdBoard HdBoard None 0
## 1197 Gable CompShg HdBoard HdBoard BrkFace 108
## 1198 Gable CompShg Plywood Plywood BrkFace 564
## 1199 Gable CompShg HdBoard HdBoard None 0
## 1200 Hip CompShg VinylSd VinylSd BrkFace 289
## 1201 Hip CompShg HdBoard HdBoard BrkFace 270
## 1202 Hip CompShg HdBoard HdBoard BrkFace 252
## 1203 Gable CompShg CemntBd CmentBd Stone 210
## 1204 Gable CompShg MetalSd MetalSd BrkFace 342
## 1205 Gable CompShg HdBoard HdBoard None 0
## 1206 Hip CompShg MetalSd MetalSd None 0
## 1207 Gable CompShg VinylSd VinylSd None 0
## 1208 Hip CompShg MetalSd MetalSd BrkFace 148
## 1209 Gable CompShg HdBoard Plywood BrkFace 272
## 1210 Gable CompShg HdBoard HdBoard BrkFace 183
## 1211 Gable CompShg HdBoard HdBoard None 0
## 1212 Hip CompShg HdBoard HdBoard Stone 260
## 1213 Gable CompShg BrkFace BrkFace None 0
## 1215 Gable CompShg Plywood Plywood None 0
## 1216 Gable CompShg HdBoard HdBoard BrkFace 54
## 1217 Hip CompShg HdBoard HdBoard Stone 243
## 1218 Gable CompShg Wd Sdng Wd Sdng None 0
## 1219 Gable CompShg Wd Sdng Wd Sdng None 0
## 1223 Gable CompShg MetalSd MetalSd None 0
## 1224 Gable CompShg MetalSd MetalSd BrkFace 203
## 1225 Gable CompShg VinylSd VinylSd None 0
## 1226 Gable CompShg HdBoard HdBoard None 0
## 1227 Hip CompShg AsbShng AsbShng None 0
## 1228 Hip CompShg Wd Sdng Wd Sdng BrkFace 88
## 1229 Gable CompShg VinylSd VinylSd Stone 288
## 1230 Gable CompShg WdShing Wd Shng BrkCmn 491
## 1231 Gable CompShg VinylSd VinylSd BrkFace 136
## 1232 Gable CompShg Wd Sdng Wd Sdng BrkFace 237
## 1233 Gable Tar&Grv Plywood Plywood BrkFace 305
## 1234 Gable CompShg VinylSd VinylSd BrkFace 410
## 1235 Hip CompShg Wd Sdng Wd Sdng BrkFace 151
## 1236 Gable CompShg HdBoard HdBoard None 0
## 1237 Gable CompShg MetalSd MetalSd None 0
## 1238 Gable CompShg Wd Sdng Wd Sdng BrkFace 143
## 1239 Gable CompShg HdBoard HdBoard None 0
## 1240 Hip CompShg MetalSd MetalSd None 0
## 1241 Gable CompShg Wd Sdng Wd Sdng BrkFace 187
## 1242 Gable CompShg Wd Sdng Wd Sdng BrkFace 74
## 1243 Gable CompShg HdBoard HdBoard BrkFace 387
## 1244 Hip CompShg MetalSd MetalSd BrkFace 135
## 1245 Gable CompShg MetalSd MetalSd None 0
## 1246 Gable CompShg MetalSd MetalSd Stone 52
## 1247 Gable CompShg MetalSd MetalSd BrkFace 84
## 1248 Hip CompShg MetalSd MetalSd None 0
## 1249 Gable CompShg Plywood Plywood BrkFace 360
## 1250 Gable CompShg HdBoard HdBoard None 0
## 1251 Gable CompShg VinylSd VinylSd None 0
## 1253 Gable CompShg MetalSd MetalSd None 0
## 1254 Gable CompShg Wd Sdng Wd Sdng None 0
## 1255 Gable CompShg MetalSd MetalSd None 0
## 1256 Gable CompShg VinylSd VinylSd None 0
## 1257 Gable CompShg MetalSd MetalSd None 0
## 1258 Gambrel CompShg VinylSd VinylSd None 0
## 1259 Gable CompShg Wd Sdng Wd Sdng None 0
## 1260 Gable CompShg MetalSd MetalSd None 0
## 1261 Gable CompShg HdBoard HdBoard BrkFace 318
## 1262 Gable CompShg HdBoard Plywood None 0
## 1264 Hip CompShg MetalSd MetalSd BrkFace 212
## 1265 Gable CompShg Wd Sdng Wd Sdng BrkFace 276
## 1266 Flat Tar&Grv Wd Sdng Wd Sdng None 0
## 1267 Gable CompShg WdShing Wd Shng None 0
## 1268 Gable CompShg MetalSd MetalSd None 0
## 1269 Hip CompShg MetalSd MetalSd None 0
## 1270 Hip CompShg BrkFace HdBoard None 0
## 1271 Gable CompShg BrkFace Wd Sdng None 0
## 1272 Gable CompShg BrkFace MetalSd None 0
## 1273 Gable CompShg BrkFace Wd Sdng None 0
## 1274 Gable CompShg Wd Sdng Wd Sdng None 0
## 1275 Gable CompShg MetalSd MetalSd None 0
## 1276 Gable CompShg MetalSd MetalSd None 0
## 1277 Gable CompShg MetalSd MetalSd None 0
## 1278 Gable CompShg BrkFace Wd Sdng None 0
## 1279 Gable CompShg MetalSd MetalSd None 0
## 1280 Gable CompShg MetalSd MetalSd None 0
## 1281 Hip CompShg HdBoard HdBoard BrkFace 415
## 1282 Gable CompShg HdBoard HdBoard BrkFace 360
## 1283 Gable CompShg Wd Sdng Wd Sdng None 0
## 1284 Gable CompShg VinylSd VinylSd None 0
## 1286 Gable CompShg MetalSd MetalSd None 0
## 1287 Gable CompShg WdShing Wd Shng None 0
## 1288 Gable CompShg AsbShng AsbShng None 0
## 1289 Gable CompShg BrkFace Wd Sdng None 0
## 1290 Gable CompShg MetalSd MetalSd None 0
## 1291 Gable CompShg Wd Sdng Wd Sdng None 0
## 1292 Gable CompShg Wd Sdng Wd Sdng None 0
## 1293 Gable CompShg VinylSd VinylSd None 0
## 1294 Gable CompShg MetalSd MetalSd None 0
## 1295 Gable CompShg WdShing Wd Shng None 0
## 1296 Gable CompShg Stucco Stucco None 0
## 1298 Mansard CompShg MetalSd MetalSd None 0
## 1299 Gable CompShg Wd Sdng HdBoard None 0
## 1300 Gable CompShg VinylSd VinylSd None 0
## 1301 Gable CompShg MetalSd MetalSd None 0
## 1302 Gable CompShg MetalSd MetalSd None 0
## 1303 Gable CompShg VinylSd VinylSd None 0
## 1304 Hip CompShg BrkFace BrkFace None 0
## 1305 Gable CompShg MetalSd MetalSd None 0
## 1309 Gable CompShg Wd Sdng Wd Sdng None 0
## 1310 Gable CompShg Wd Sdng Wd Shng None 0
## 1311 Gable CompShg AsbShng AsbShng None 0
## 1312 Gable CompShg VinylSd VinylSd None 0
## 1315 Gable CompShg MetalSd MetalSd None 0
## 1316 Gambrel CompShg MetalSd MetalSd None 0
## 1317 Gable CompShg Wd Sdng Wd Sdng None 0
## 1318 Gable CompShg Wd Sdng Wd Shng None 0
## 1320 Gable CompShg Wd Sdng Wd Sdng None 0
## 1323 Gable CompShg Wd Sdng Wd Shng None 0
## 1324 Gable CompShg MetalSd MetalSd BrkFace 164
## 1325 Gable CompShg MetalSd MetalSd BrkFace 335
## 1326 Gable CompShg BrkFace BrkFace None 0
## 1327 Gable CompShg MetalSd MetalSd None 0
## 1328 Gable CompShg WdShing Wd Shng None 0
## 1331 Gable CompShg Wd Sdng Wd Sdng None 0
## 1332 Gable CompShg MetalSd MetalSd None 0
## 1333 Gable CompShg Wd Sdng Wd Sdng None 0
## 1334 Gable CompShg HdBoard HdBoard None 0
## 1335 Gable CompShg Wd Sdng Wd Sdng None 0
## 1336 Gable CompShg Wd Sdng Wd Sdng None 0
## 1337 Gable CompShg WdShing Wd Shng None 0
## 1338 Gable CompShg Wd Sdng Wd Sdng None 0
## Exter_Qual Exter_Cond Foundation Bsmt_Qual Bsmt_Cond Bsmt_Exposure
## 1 Typical Typical CBlock Typical Good Gd
## 2 Typical Typical CBlock Typical Typical No
## 4 Good Typical CBlock Typical Typical No
## 5 Typical Typical PConc Good Typical No
## 6 Typical Typical PConc Typical Typical No
## 7 Good Typical PConc Good Typical Mn
## 8 Good Typical PConc Good Typical No
## 9 Good Typical PConc Good Typical No
## 10 Typical Typical PConc Typical Typical No
## 11 Typical Typical PConc Good Typical No
## 12 Typical Good PConc Good Typical No
## 13 Typical Typical PConc Good Typical No
## 14 Typical Typical PConc Good Typical Gd
## 15 Good Typical PConc Good Typical Av
## 16 Excellent Typical PConc Good Typical Gd
## 19 Typical Typical CBlock Typical Typical No
## 20 Typical Typical CBlock Good Typical No
## 21 Typical Typical CBlock Good Typical No
## 22 Typical Typical CBlock Good Typical Gd
## 23 Good Typical PConc Good Typical No
## 24 Typical Typical CBlock Typical Typical No
## 25 Typical Typical CBlock Typical Typical No
## 26 Typical Typical CBlock Typical Typical No
## 27 Typical Typical CBlock Typical Typical No
## 29 Good Typical PConc Good Typical No
## 30 Typical Typical CBlock Typical Typical No
## 31 Typical Typical CBlock Typical Typical No
## 32 Typical Typical CBlock Typical Typical No
## 33 Typical Typical CBlock Good Typical No
## 34 Typical Typical CBlock Typical Typical No
## 35 Typical Typical CBlock Good Typical No
## 36 Typical Typical CBlock Good Typical No
## 37 Excellent Typical PConc Excellent Typical No
## 38 Good Typical PConc Excellent Typical No
## 39 Excellent Typical PConc Excellent Typical Av
## 40 Good Typical PConc Good Typical No
## 41 Good Typical PConc Good Typical Mn
## 42 Good Typical PConc Excellent Typical No
## 43 Good Typical PConc Excellent Typical No
## 44 Good Typical PConc Good Typical No
## 45 Excellent Typical PConc Excellent Typical Gd
## 46 Good Typical PConc Good Typical Mn
## 47 Excellent Typical PConc Excellent Typical Gd
## 48 Good Typical PConc Good Typical Gd
## 49 Excellent Typical PConc Excellent Typical No
## 50 Good Typical PConc Good Typical Mn
## 51 Good Typical PConc Good Typical No
## 52 Good Typical PConc Good Typical No
## 53 Good Typical PConc Good Typical Av
## 54 Good Typical PConc Good Typical No
## 55 Good Typical PConc Good Typical No
## 56 Good Typical PConc Good Typical No
## 57 Good Typical PConc Good Typical No
## 58 Typical Typical PConc Good Typical No
## 59 Good Typical PConc Good Typical No
## 60 Good Typical PConc Good Typical No
## 61 Good Typical PConc Excellent Typical No
## 62 Good Typical PConc Good Typical No
## 63 Good Typical PConc Excellent Typical Av
## 64 Good Typical PConc Good Typical No
## 65 Good Typical PConc Good Typical No
## 66 Good Typical PConc Good Typical Av
## 67 Good Typical PConc Good Typical No_Basement
## 68 Good Typical PConc Good Typical No
## 70 Good Typical PConc Good Typical Av
## 71 Good Typical PConc Good Typical No
## 72 Good Typical PConc Excellent Typical No
## 73 Good Typical PConc Good Typical No
## 74 Good Typical PConc Good Typical Av
## 75 Good Typical PConc Good Typical No
## 76 Typical Typical CBlock Good Typical No
## 77 Good Typical PConc Good Typical No
## 78 Typical Typical CBlock Good Typical No
## 79 Typical Typical CBlock Good Typical No
## 81 Typical Typical PConc Good Typical No
## 82 Typical Typical CBlock Good Typical No
## 83 Typical Fair BrkTil Typical Typical No
## 84 Typical Typical Slab No_Basement No_Basement No_Basement
## 85 Typical Typical CBlock Typical Typical Av
## 86 Typical Good CBlock Typical Typical No
## 87 Typical Good CBlock Typical Typical No
## 88 Typical Typical CBlock Typical Typical No
## 89 Typical Good CBlock Typical Typical No
## 91 Good Typical PConc Good Typical No
## 92 Good Typical PConc Good Typical No
## 93 Good Typical PConc Good Typical No
## 94 Good Typical PConc Excellent Typical Av
## 95 Good Typical PConc Good Typical No
## 96 Good Typical PConc Good Typical Av
## 97 Good Typical PConc Good Typical No
## 98 Good Typical PConc Good Typical No
## 99 Good Typical PConc Good Typical No
## 100 Excellent Typical PConc Excellent Typical Av
## 101 Good Typical PConc Good Typical No
## 102 Good Typical PConc Good Typical No
## 103 Good Typical PConc Good Typical No
## 104 Good Typical PConc Good Typical No
## 106 Good Typical PConc Good Typical No
## 109 Good Typical CBlock Typical Typical No
## 110 Good Typical PConc Good Typical No
## 111 Typical Typical CBlock Typical Typical No
## 112 Typical Typical PConc Good Typical Mn
## 113 Typical Typical PConc Typical Typical Mn
## 114 Typical Typical PConc Good Typical Mn
## 115 Typical Typical CBlock Good Typical No
## 116 Typical Typical CBlock Typical Typical No
## 117 Typical Typical CBlock Typical Typical No
## 118 Typical Typical CBlock Typical Typical No
## 119 Typical Typical CBlock Typical Typical No
## 120 Typical Typical CBlock Typical Typical No
## 121 Typical Typical PConc Good Typical No
## 122 Typical Typical CBlock Typical Typical No
## 123 Typical Typical CBlock Typical Typical No
## 124 Typical Typical PConc Typical Typical Av
## 125 Typical Good PConc Typical Typical Gd
## 127 Typical Typical CBlock Typical Typical Mn
## 128 Good Typical CBlock Typical Typical No
## 129 Typical Good CBlock Typical Typical No
## 130 Typical Good CBlock Typical Typical Gd
## 132 Typical Typical CBlock Typical Typical No
## 133 Typical Typical CBlock Typical Typical Av
## 134 Typical Typical PConc Typical Typical No
## 135 Typical Typical CBlock Typical Typical Gd
## 136 Typical Typical CBlock Typical Typical No
## 137 Typical Typical CBlock Good Typical Gd
## 138 Good Typical CBlock Typical Typical No
## 139 Typical Typical CBlock Typical Typical No
## 140 Good Typical PConc Good Typical No
## 141 Typical Typical CBlock Typical Typical No
## 142 Typical Typical CBlock Typical Typical No
## 143 Typical Good CBlock Typical Typical No
## 144 Typical Typical CBlock Typical Typical No
## 145 Typical Typical CBlock Typical Typical No
## 146 Typical Typical CBlock Typical Typical No
## 147 Typical Typical CBlock Typical Typical No
## 148 Typical Typical CBlock Typical Typical No
## 149 Typical Typical CBlock Typical Typical No
## 150 Typical Typical CBlock Typical Typical No
## 151 Typical Good CBlock Typical Typical No
## 152 Typical Typical CBlock Typical Typical Av
## 153 Typical Good CBlock Typical Typical No
## 154 Typical Typical BrkTil Typical Typical No
## 155 Typical Typical Slab No_Basement No_Basement No_Basement
## 156 Typical Typical CBlock Typical Typical No
## 157 Typical Typical CBlock Typical Typical No
## 158 Typical Typical CBlock Typical Typical No
## 159 Typical Typical CBlock Typical Typical No
## 160 Typical Good CBlock Typical Typical No
## 162 Typical Typical CBlock Typical Typical No
## 163 Typical Typical CBlock Typical Typical No
## 164 Typical Fair CBlock Typical Typical No
## 165 Typical Typical CBlock Typical Typical Mn
## 166 Typical Typical CBlock Typical Typical No
## 167 Typical Typical CBlock Typical Typical No
## 168 Typical Typical CBlock Typical Typical Gd
## 169 Typical Typical CBlock Typical Typical No
## 170 Typical Typical PConc Typical Typical No
## 171 Typical Typical BrkTil Typical Fair No
## 172 Typical Typical PConc Typical Typical No
## 173 Typical Typical CBlock Typical Typical No
## 174 Typical Typical CBlock Typical Typical Mn
## 175 Good Good CBlock Fair Typical No
## 176 Typical Good CBlock Typical Typical No
## 177 Typical Good CBlock Typical Typical No
## 178 Typical Typical BrkTil Typical Typical No
## 179 Typical Typical PConc Good Typical No
## 180 Typical Good BrkTil Typical Typical No
## 181 Typical Typical BrkTil Typical Typical No
## 183 Typical Good BrkTil Typical Typical No
## 184 Good Good BrkTil Typical Typical No
## 185 Typical Good PConc Fair Typical No
## 186 Good Good Stone Fair Fair No
## 188 Typical Typical CBlock Typical Typical No
## 189 Typical Typical CBlock Fair Typical No
## 190 Typical Typical PConc Typical Typical No
## 191 Typical Typical CBlock Fair Typical No
## 192 Typical Good CBlock Typical Typical No
## 193 Typical Typical BrkTil Good Typical No
## 194 Typical Typical BrkTil Typical Typical No
## 195 Typical Typical BrkTil Typical Good No
## 196 Typical Good CBlock Typical Typical No
## 197 Typical Typical CBlock Typical Typical No
## 198 Typical Typical CBlock Typical Typical No
## 199 Typical Typical CBlock Typical Fair No
## 200 Typical Typical BrkTil Typical Typical No
## 201 Typical Typical BrkTil Fair Fair No
## 202 Typical Typical BrkTil Typical Typical No
## 203 Typical Fair CBlock Typical Typical No
## 204 Good Good PConc Typical Typical No
## 205 Typical Good BrkTil Typical Typical No
## 208 Typical Good BrkTil Good Typical No
## 209 Typical Good CBlock Typical Typical Mn
## 210 Typical Typical CBlock Good Typical No
## 212 Fair Fair BrkTil Typical Typical No
## 213 Typical Typical CBlock Fair Typical No
## 215 Typical Good BrkTil Typical Typical Mn
## 216 Typical Good CBlock Typical Typical No
## 217 Fair Fair CBlock Typical Typical No
## 218 Typical Typical CBlock Typical Typical No
## 219 Typical Typical PConc Typical Typical Mn
## 220 Typical Typical CBlock Good Typical No
## 221 Typical Typical CBlock Typical Typical No
## 222 Typical Good CBlock Typical Typical Mn
## 223 Typical Typical CBlock Typical Typical Mn
## 224 Typical Typical CBlock Typical Typical No
## 225 Typical Typical CBlock Typical Typical No
## 226 Typical Typical CBlock Good Typical Av
## 227 Typical Good CBlock Typical Good No
## 228 Typical Typical CBlock Typical Typical Mn
## 229 Good Typical PConc Excellent Typical Gd
## 230 Good Good CBlock Good Typical Gd
## 231 Typical Typical BrkTil Fair Typical No
## 232 Typical Typical CBlock Good Typical No
## 234 Typical Typical PConc Good Typical Av
## 235 Typical Typical CBlock Typical Typical Mn
## 236 Typical Typical BrkTil Typical Typical No
## 237 Typical Typical CBlock Typical Typical No
## 238 Typical Typical CBlock Typical Typical Av
## 239 Typical Typical CBlock Typical Fair No
## 240 Typical Typical CBlock Typical Typical Av
## 241 Typical Typical PConc Good Typical Mn
## 243 Typical Fair CBlock Typical Typical Mn
## 244 Typical Typical CBlock No_Basement No_Basement No_Basement
## 245 Good Typical CBlock Good Typical No
## 246 Good Typical CBlock Good Typical Gd
## 247 Good Good PConc Good Typical No
## 248 Good Typical PConc Good Typical No
## 249 Typical Typical PConc Good Typical Av
## 250 Good Typical PConc Good Typical Av
## 251 Good Typical PConc Good Typical Av
## 252 Typical Typical PConc Good Typical No
## 253 Good Typical PConc Good Typical No
## 254 Typical Typical PConc Good Typical Mn
## 255 Typical Typical PConc Fair Good No
## 256 Typical Typical CBlock Typical Typical Av
## 257 Typical Good PConc Good Fair Av
## 258 Typical Typical PConc Good Typical No
## 259 Typical Typical PConc Good Typical No
## 260 Good Good CBlock Good Typical No
## 261 Typical Typical CBlock Good Typical No
## 262 Typical Typical CBlock Typical Good Av
## 263 Typical Typical CBlock Typical Typical Av
## 264 Good Typical PConc Good Typical No
## 265 Good Typical PConc Good Typical Av
## 266 Good Typical PConc Good Typical No
## 267 Good Typical PConc Good Typical No
## 268 Typical Typical PConc Good Typical No
## 269 Good Typical PConc Good Typical Av
## 270 Good Typical PConc Good Typical Av
## 271 Good Typical PConc Good Typical Av
## 272 Good Typical PConc Good Typical Av
## 273 Good Typical PConc Good Typical Av
## 274 Typical Good CBlock No_Basement No_Basement No_Basement
## 277 Typical Typical CBlock Good Typical Gd
## 278 Typical Typical CBlock Typical Typical No
## 279 Typical Typical CBlock Typical Typical Av
## 280 Typical Typical CBlock Typical Typical Av
## 281 Typical Typical CBlock Typical Typical No
## 282 Typical Typical PConc Good Typical No
## 283 Typical Typical CBlock Typical Fair No
## 285 Typical Typical CBlock Typical Typical Av
## 286 Typical Typical BrkTil Typical Typical Mn
## 287 Typical Typical PConc Good Typical No
## 288 Typical Fair BrkTil Typical Fair No
## 289 Typical Typical BrkTil Typical Typical No
## 290 Typical Typical CBlock Typical Typical No
## 293 Typical Typical PConc Typical Typical No
## 294 Good Good BrkTil Good Typical No
## 295 Typical Good CBlock Typical Typical No
## 296 Excellent Good Stone Typical Good No
## 297 Good Good PConc Good Typical Av
## 298 Typical Typical PConc Good Typical No
## 299 Good Typical CBlock Good Typical Gd
## 300 Good Typical CBlock Good Typical Av
## 301 Typical Typical CBlock Typical Typical No
## 302 Typical Good BrkTil Typical Typical No
## 304 Typical Typical BrkTil Typical Typical Mn
## 305 Typical Good CBlock Typical Typical No
## 306 Typical Typical Stone Typical Typical Mn
## 307 Fair Typical CBlock Typical Typical Av
## 308 Fair Fair CBlock Typical Typical No
## 309 Good Typical PConc Excellent Typical Gd
## 310 Good Typical PConc Good Typical No
## 311 Typical Typical CBlock Typical Typical No
## 312 Good Typical PConc Excellent Typical No
## 313 Typical Typical CBlock Typical Typical Av
## 314 Typical Typical CBlock Typical Typical No
## 315 Typical Typical CBlock Typical Typical Av
## 316 Good Typical PConc Good Typical No
## 317 Good Typical PConc Good Typical No
## 318 Typical Typical PConc Good Typical No
## 319 Good Typical PConc Excellent Typical No
## 320 Good Typical PConc Good Typical No
## 321 Good Typical PConc Good Typical No
## 322 Excellent Typical PConc Excellent Typical Gd
## 323 Typical Typical CBlock Typical Typical No
## 324 Typical Typical PConc Excellent Typical Av
## 325 Typical Typical CBlock Typical Typical Av
## 326 Typical Typical PConc Good Typical No
## 327 Typical Typical CBlock Typical Typical No
## 328 Typical Typical CBlock Good Typical Gd
## 329 Typical Typical CBlock Good Typical No
## 330 Typical Typical CBlock Typical Typical No
## 331 Typical Typical CBlock Good Typical Av
## 332 Typical Typical CBlock Typical Typical No
## 333 Typical Typical CBlock Typical Typical No
## 334 Typical Good CBlock Typical Typical No
## 335 Typical Typical CBlock Typical Typical No
## 336 Typical Typical CBlock Good Typical Mn
## 338 Typical Typical PConc Good Typical No
## 339 Typical Typical CBlock Typical Typical Av
## 340 Good Good PConc Good Good Gd
## 341 Good Good PConc Good Typical Mn
## 342 Typical Typical CBlock Fair Fair No
## 343 Typical Typical CBlock Typical Typical No
## 344 Good Typical CBlock Good Typical Gd
## 345 Typical Typical PConc Good Typical No
## 346 Good Typical PConc Good Typical Gd
## 347 Typical Typical PConc Good Typical No
## 348 Excellent Typical PConc Excellent Typical Gd
## 349 Typical Typical PConc Good Typical No
## 350 Good Typical PConc Excellent Typical Av
## 351 Good Typical PConc Good Typical No
## 352 Typical Typical PConc Good Typical Av
## 353 Good Typical PConc Good Typical No
## 354 Good Typical PConc Good Typical No
## 355 Typical Typical PConc Good Typical No
## 356 Good Typical PConc Good Typical No
## 357 Good Typical PConc Good Typical No
## 358 Excellent Good PConc Good Good No
## 359 Typical Typical PConc Good Typical No
## 360 Typical Typical PConc Good Typical No
## 361 Typical Typical PConc Good Typical No
## 362 Typical Typical PConc Good Typical No
## 363 Typical Typical PConc Good Typical No
## 364 Good Typical PConc Good Typical No
## 365 Typical Typical PConc Good Typical No
## 366 Good Typical CBlock Good Typical Av
## 367 Excellent Typical PConc Excellent Typical No
## 368 Good Typical PConc Excellent Typical Mn
## 369 Good Typical PConc Excellent Typical Av
## 370 Typical Typical PConc Good Typical No
## 371 Good Typical CBlock Good Typical No
## 372 Typical Good CBlock Good Fair No
## 373 Typical Good CBlock Typical Typical No
## 374 Good Typical CBlock Good Typical No
## 376 Typical Typical PConc Typical Typical No
## 377 Typical Typical CBlock Good Typical No
## 378 Typical Typical CBlock Good Typical Av
## 379 Typical Typical PConc Typical Typical No
## 381 Typical Typical CBlock Good Typical No
## 382 Typical Typical CBlock Good Typical No
## 383 Typical Good CBlock Typical Typical No
## 384 Good Typical PConc Good Typical Mn
## 385 Good Typical PConc Good Typical No
## 387 Good Typical PConc Good Typical No
## 388 Typical Typical CBlock Good Typical Av
## 389 Typical Typical CBlock Typical Typical No
## 390 Typical Typical CBlock Typical Typical No
## 391 Typical Typical CBlock Good Typical No
## 392 Typical Typical CBlock Typical Typical No
## 393 Typical Typical CBlock Good Typical No
## 394 Typical Typical CBlock Typical Typical No
## 395 Typical Typical CBlock Typical Typical No
## 396 Typical Typical CBlock Typical Typical No
## 397 Typical Typical CBlock Good Typical No
## 398 Typical Typical CBlock Typical Typical No
## 399 Typical Typical CBlock Typical Typical No
## 400 Typical Good CBlock Typical Typical No
## 401 Typical Typical CBlock Typical Typical No
## 402 Typical Good CBlock Typical Typical No
## 403 Typical Typical CBlock Typical Typical No
## 404 Typical Typical CBlock Typical Typical No
## 405 Typical Typical CBlock Typical Typical No
## 406 Typical Typical CBlock Typical Typical No
## 407 Typical Typical CBlock Typical Typical No
## 408 Typical Typical CBlock Typical Typical No
## 409 Typical Typical CBlock Good Typical No
## 410 Typical Typical CBlock Good Typical No
## 411 Typical Typical CBlock Good Typical No
## 412 Typical Typical CBlock Good Typical No
## 413 Typical Typical CBlock Typical Typical No
## 414 Typical Typical CBlock Good Typical No
## 415 Typical Typical CBlock Good Typical No
## 416 Typical Typical CBlock Typical Typical No
## 417 Good Typical CBlock Good Typical No
## 418 Typical Typical CBlock Typical Typical No
## 419 Typical Typical CBlock Typical Typical No
## 420 Good Typical PConc Typical Typical No
## 421 Excellent Typical PConc Excellent Typical Gd
## 422 Excellent Typical PConc Excellent Typical No
## 423 Excellent Typical PConc Excellent Typical No
## 424 Excellent Typical PConc Excellent Typical Gd
## 425 Good Typical PConc Excellent Typical No
## 426 Good Typical PConc Good Typical No
## 427 Excellent Typical PConc Excellent Typical No
## 428 Good Typical PConc Excellent Typical No
## 429 Excellent Typical PConc Excellent Typical Av
## 430 Excellent Typical PConc Excellent Typical Av
## 431 Excellent Typical CBlock Excellent Typical No
## 434 Excellent Typical PConc Excellent Typical Gd
## 435 Excellent Typical PConc Excellent Typical No
## 436 Good Typical PConc Excellent Typical Gd
## 437 Good Typical PConc Excellent Typical Av
## 438 Good Typical PConc Excellent Typical Av
## 440 Good Typical PConc Excellent Typical Av
## 441 Good Typical PConc Excellent Good Av
## 442 Excellent Typical PConc Excellent Typical No
## 443 Good Typical PConc Excellent Typical No
## 444 Good Typical PConc Excellent Typical Mn
## 445 Good Typical PConc Good Typical No
## 446 Good Typical PConc Good Typical No
## 447 Good Typical PConc Good Typical No
## 448 Excellent Typical PConc Excellent Typical Gd
## 449 Good Typical PConc Excellent Typical No
## 450 Good Typical PConc Good Typical No
## 451 Good Typical PConc Good Typical No
## 452 Good Typical PConc Good Typical Av
## 453 Good Typical PConc Good Typical Av
## 454 Good Typical PConc Good Typical Av
## 455 Good Typical PConc Good Typical No
## 456 Good Typical PConc Good Typical No
## 457 Excellent Typical PConc Excellent Typical Gd
## 458 Good Typical PConc Excellent Typical Gd
## 459 Excellent Typical PConc Excellent Typical No
## 460 Excellent Typical PConc Excellent Typical No
## 461 Good Typical PConc Excellent Typical Gd
## 462 Good Typical PConc Good Typical No
## 463 Good Typical PConc Good Typical No
## 464 Good Typical PConc Good Typical No
## 465 Good Typical PConc Good Good No
## 466 Good Typical PConc Good Typical Av
## 467 Good Typical PConc Good Typical No
## 468 Good Typical PConc Good Typical Av
## 469 Good Typical PConc Good Typical No
## 470 Good Typical PConc Good Typical No
## 471 Good Typical PConc Good Typical Av
## 472 Good Typical PConc Good Typical No
## 473 Good Typical PConc Good Typical Av
## 474 Good Typical PConc Good Typical No
## 475 Good Typical PConc Good Typical No
## 477 Good Typical PConc Good Typical Mn
## 478 Good Typical PConc Good Typical No
## 479 Good Typical PConc Good Typical No
## 480 Good Typical PConc Good Typical Mn
## 481 Good Typical PConc Good Typical No
## 482 Good Typical PConc Good Typical No
## 484 Good Typical PConc Good Typical No
## 485 Good Typical PConc Excellent Typical No
## 486 Good Typical PConc Good Typical No
## 487 Good Typical PConc Good Typical Mn
## 488 Typical Typical PConc Good Typical No
## 489 Typical Typical PConc Good Typical No
## 490 Typical Typical PConc Good Typical No
## 492 Typical Typical PConc Good Typical No
## 494 Typical Typical PConc Typical Typical No
## 495 Good Typical PConc Good Typical Mn
## 496 Good Typical PConc Good Typical No
## 497 Good Typical PConc Good Typical Mn
## 498 Good Typical PConc Good Typical Mn
## 499 Good Typical PConc Good Typical No
## 500 Good Typical PConc Good Typical No
## 501 Good Typical PConc Good Typical Av
## 502 Good Typical PConc Good Typical Gd
## 503 Good Typical PConc Good Typical No
## 504 Good Typical PConc Good Typical No
## 505 Good Typical PConc Good Good No
## 506 Good Typical PConc Good Typical No
## 507 Good Typical PConc Good Typical No
## 508 Good Typical PConc Good Typical Mn
## 509 Good Typical PConc Good Typical No
## 510 Good Typical PConc Good Typical No
## 511 Good Typical PConc Good Typical Av
## 512 Good Typical PConc Excellent Typical Av
## 513 Good Typical PConc Good Typical Mn
## 515 Typical Typical PConc Good Typical No
## 516 Good Typical PConc Good Typical No
## 517 Good Typical PConc Good Typical No
## 518 Good Typical PConc Excellent Typical No
## 519 Good Typical PConc Good Typical Mn
## 520 Good Typical PConc Good Typical No
## 521 Good Typical PConc Good Typical Av
## 522 Excellent Typical PConc Excellent Typical Mn
## 523 Good Typical PConc Good Typical No
## 524 Excellent Typical PConc Excellent Typical Av
## 525 Good Typical PConc Excellent Good No
## 526 Good Typical PConc Good Typical Mn
## 527 Good Typical PConc Good Typical No
## 528 Good Typical PConc Good Typical No
## 529 Good Typical PConc Good Typical No
## 530 Good Typical PConc Good Typical No
## 531 Good Typical PConc Good Typical No
## 532 Good Typical PConc Good Typical No
## 533 Good Typical PConc Good Typical No
## 534 Good Typical PConc Good Typical No
## 535 Good Typical PConc Good Good No
## 536 Typical Typical PConc Good Typical No
## 537 Good Typical PConc Good Typical Gd
## 538 Good Typical PConc Good Typical Gd
## 539 Good Typical PConc Good Typical No
## 540 Good Typical PConc Good Typical No
## 541 Typical Typical PConc Good Typical No
## 542 Typical Typical PConc Good Typical No
## 543 Good Typical PConc Good Typical No
## 544 Good Typical PConc Good Typical No
## 545 Good Typical PConc Good Good No
## 546 Good Typical PConc Good Typical No
## 547 Good Good PConc Good Good No
## 548 Typical Typical CBlock Good Typical No
## 549 Good Typical PConc Good Typical No
## 550 Good Typical PConc Good Typical No
## 551 Typical Good CBlock Good Typical No
## 552 Typical Typical Slab No_Basement No_Basement No_Basement
## 553 Fair Fair CBlock Typical Fair No
## 554 Typical Typical BrkTil Fair Fair No
## 555 Typical Typical CBlock Typical Typical No
## 556 Typical Typical CBlock Typical Typical No
## 557 Typical Typical CBlock Typical Typical No
## 558 Typical Typical CBlock Typical Typical No
## 560 Good Good CBlock Typical Typical No
## 561 Typical Typical CBlock Typical Typical No
## 562 Typical Typical CBlock Typical Typical No
## 563 Typical Typical CBlock Typical Typical No
## 564 Good Good CBlock Good Good Gd
## 565 Good Good PConc Good Typical No
## 566 Good Typical PConc Good Typical No
## 567 Good Typical PConc Good Typical Av
## 568 Good Typical PConc Good Typical Av
## 569 Good Typical PConc Good Typical No
## 570 Good Typical PConc Good Typical No
## 571 Typical Typical PConc Good Typical No
## 572 Good Typical PConc Good Typical No
## 573 Good Typical PConc Good Typical No
## 574 Good Typical PConc Good Typical No
## 575 Excellent Excellent CBlock Good Good Gd
## 577 Good Typical CBlock Good Typical Mn
## 578 Good Good CBlock Typical Typical No
## 579 Typical Typical CBlock Typical Typical No
## 580 Typical Typical CBlock Typical Typical No
## 581 Typical Typical CBlock Typical Typical No
## 582 Typical Typical CBlock Typical Typical No
## 583 Typical Typical CBlock Good Typical Mn
## 584 Typical Typical CBlock Typical Typical Mn
## 585 Typical Typical CBlock Typical Good No
## 586 Typical Typical PConc Typical Typical No
## 587 Typical Typical CBlock Good Typical Av
## 588 Typical Typical CBlock Good Typical Mn
## 589 Typical Typical CBlock Typical Typical Av
## 590 Typical Good PConc Good Typical No
## 591 Typical Typical CBlock Good Typical No
## 592 Good Typical PConc Excellent Typical No
## 593 Good Typical PConc Good Typical No
## 594 Typical Typical PConc Typical Typical No
## 595 Typical Typical CBlock Typical Typical No
## 596 Typical Typical CBlock Typical Typical No
## 597 Typical Typical CBlock Typical Typical No
## 598 Typical Typical CBlock Good Typical Av
## 599 Typical Typical CBlock Typical Typical No
## 600 Typical Typical CBlock Typical Typical No
## 601 Typical Typical CBlock Typical Typical No
## 603 Typical Typical CBlock Typical Typical No
## 604 Typical Good CBlock Typical Typical No
## 605 Typical Typical CBlock Typical Typical No
## 606 Typical Typical CBlock Typical Typical No
## 607 Typical Typical CBlock Typical Typical No
## 608 Typical Good CBlock Typical Typical No
## 609 Typical Typical CBlock Typical Typical Mn
## 610 Typical Good CBlock Typical Typical No
## 611 Typical Good CBlock Typical Typical Gd
## 612 Typical Typical CBlock Typical Typical No
## 613 Typical Typical CBlock Typical Typical Gd
## 614 Typical Typical CBlock Typical Typical No
## 615 Fair Typical CBlock Typical Typical No
## 616 Typical Typical CBlock Typical Typical No
## 617 Typical Typical CBlock Typical Typical No
## 619 Typical Typical CBlock Typical Typical No
## 620 Typical Typical CBlock Typical Typical No
## 621 Typical Good CBlock Typical Typical No
## 622 Good Typical CBlock Typical Typical No
## 623 Typical Typical CBlock Typical Typical No
## 624 Typical Typical CBlock Typical Typical No
## 625 Typical Typical CBlock Good Typical No
## 626 Typical Good CBlock Typical Typical No
## 627 Typical Typical CBlock Typical Typical No
## 628 Typical Good CBlock Good Typical No
## 630 Typical Good BrkTil Typical Fair No
## 631 Good Typical CBlock Typical Typical No
## 632 Typical Typical CBlock Typical Typical No
## 633 Typical Typical CBlock Typical Typical No
## 634 Good Typical CBlock Typical Typical No
## 635 Typical Typical CBlock Typical Typical No
## 636 Typical Typical CBlock Typical Fair No
## 637 Typical Typical CBlock Typical Typical No
## 638 Typical Typical CBlock Typical Typical No
## 639 Typical Typical CBlock Typical Typical No
## 640 Typical Typical CBlock Typical Typical Gd
## 641 Typical Typical CBlock Typical Typical No
## 642 Typical Typical PConc Typical Typical No
## 643 Typical Typical CBlock Typical Typical No
## 644 Typical Typical PConc Typical Typical No
## 645 Typical Typical CBlock Typical Typical No
## 646 Typical Typical CBlock Typical Typical No
## 647 Good Typical CBlock Typical Typical No
## 648 Typical Good CBlock Typical Typical No
## 649 Good Typical CBlock Typical Typical No
## 650 Typical Typical Slab No_Basement No_Basement No_Basement
## 652 Typical Typical CBlock Typical Typical Mn
## 653 Typical Typical CBlock Typical Typical No
## 654 Typical Good CBlock Typical Typical No
## 655 Typical Typical CBlock Typical Typical No
## 656 Typical Typical CBlock Fair Typical No
## 657 Typical Good BrkTil Typical Typical No
## 658 Good Good BrkTil Fair Typical No
## 659 Good Typical BrkTil Typical Typical No
## 660 Typical Typical BrkTil Typical Typical No
## 661 Typical Typical BrkTil Typical Typical No
## 662 Good Good PConc Typical Typical No
## 663 Fair Typical PConc Fair Typical No
## 665 Typical Typical BrkTil Typical Typical No
## 666 Typical Typical BrkTil Typical Typical No
## 667 Typical Typical CBlock Typical Typical No
## 668 Typical Typical CBlock Typical Typical No
## 669 Fair Typical CBlock Typical Fair No
## 670 Typical Typical CBlock Typical Typical No
## 671 Good Good CBlock Typical Typical Mn
## 672 Typical Typical CBlock Typical Typical No
## 673 Typical Good CBlock Typical Typical Mn
## 674 Typical Typical CBlock Typical Typical No
## 675 Typical Typical CBlock Good Typical Gd
## 678 Typical Typical CBlock Typical Typical Av
## 680 Typical Typical CBlock Typical Typical No
## 681 Typical Typical CBlock Typical Typical No
## 682 Typical Typical CBlock Typical Typical No
## 683 Typical Good CBlock Typical Good No
## 684 Typical Typical CBlock Good Typical Av
## 685 Typical Typical CBlock Typical Typical No
## 686 Typical Typical CBlock Typical Typical No
## 687 Typical Typical CBlock Typical Typical No
## 688 Typical Typical CBlock Typical Typical No
## 689 Typical Good CBlock Good Typical Av
## 690 Typical Typical CBlock Typical Typical No
## 691 Typical Typical CBlock Typical Typical No
## 692 Typical Typical CBlock Typical Typical No
## 693 Typical Typical PConc Typical Typical No
## 694 Typical Typical PConc Typical Typical No
## 695 Typical Typical CBlock Typical Typical Mn
## 696 Typical Typical CBlock Typical Typical No
## 697 Typical Good CBlock Typical Typical No
## 698 Good Typical CBlock Typical Typical No
## 699 Typical Typical BrkTil Typical Typical No
## 700 Typical Typical Stone Typical Typical No
## 702 Typical Typical CBlock Typical Typical No
## 703 Typical Good CBlock Typical Typical No
## 704 Typical Typical BrkTil Fair Typical No
## 705 Fair Typical CBlock Fair Typical No
## 706 Typical Excellent CBlock Typical Typical No
## 707 Typical Typical CBlock Typical Typical No
## 709 Typical Good BrkTil No_Basement No_Basement No_Basement
## 711 Typical Typical BrkTil Fair Typical No
## 712 Good Typical PConc Fair Typical No
## 713 Typical Typical BrkTil Typical Typical No
## 714 Good Good BrkTil Fair Typical No
## 715 Typical Typical CBlock Typical Typical No
## 717 Good Typical Stone Typical Fair No
## 718 Typical Typical BrkTil Fair Good Mn
## 719 Typical Typical BrkTil Typical Typical No
## 720 Good Good BrkTil Typical Typical No
## 721 Typical Typical BrkTil Typical Typical No
## 722 Typical Good PConc Typical Typical No
## 724 Typical Typical BrkTil Typical Typical No
## 726 Typical Typical PConc Typical Typical No
## 727 Typical Typical CBlock Typical Typical No
## 728 Typical Fair CBlock Fair Typical No
## 729 Typical Typical CBlock Typical Typical Gd
## 730 Typical Typical BrkTil Typical Typical No
## 731 Good Good BrkTil Typical Typical No
## 732 Typical Typical CBlock Typical Typical No
## 734 Typical Typical BrkTil Typical Typical No
## 735 Good Typical BrkTil Typical Typical No
## 736 Typical Typical BrkTil Typical Typical No
## 737 Typical Fair CBlock Typical Typical No
## 738 Typical Typical BrkTil Typical Typical No
## 739 Good Typical PConc Typical Typical No
## 740 Typical Typical PConc Typical Typical Mn
## 741 Typical Fair BrkTil Typical Typical No
## 742 Typical Typical BrkTil Typical Typical No
## 744 Typical Typical BrkTil Typical Typical No
## 745 Typical Typical BrkTil Typical Typical No
## 746 Typical Typical BrkTil Typical Fair No
## 747 Typical Fair BrkTil Typical Typical No
## 748 Typical Typical BrkTil Typical Typical No
## 749 Typical Good BrkTil Good Typical No
## 750 Typical Typical PConc Typical Typical No
## 751 Good Typical PConc Typical Typical No
## 752 Typical Good BrkTil Typical Typical No
## 755 Typical Typical CBlock Typical Fair No
## 756 Typical Typical CBlock Typical Typical No
## 757 Typical Typical BrkTil Typical Typical No
## 758 Typical Fair BrkTil Typical Fair No
## 759 Typical Fair BrkTil Typical Typical No
## 760 Typical Good PConc Good Fair Av
## 761 Typical Good CBlock Typical Typical No
## 762 Typical Good CBlock Fair Typical No
## 763 Typical Typical CBlock Good Good Gd
## 764 Typical Good CBlock Good Good Gd
## 765 Typical Typical PConc Good Good Gd
## 767 Typical Good BrkTil Typical Typical No
## 769 Typical Typical CBlock Good Typical Av
## 770 Typical Typical PConc Typical Typical No
## 771 Typical Typical CBlock Typical Typical No
## 772 Typical Typical CBlock Typical Typical No
## 773 Typical Typical PConc Typical Typical No
## 774 Typical Typical CBlock Good Typical Gd
## 775 Typical Typical CBlock Good Typical Av
## 776 Typical Typical CBlock Typical Typical Av
## 777 Typical Typical CBlock Typical Typical No
## 778 Typical Typical CBlock Typical Good No
## 779 Typical Typical CBlock Typical Typical Av
## 780 Typical Typical CBlock Typical Typical Mn
## 782 Typical Typical CBlock Typical Typical Av
## 783 Typical Typical CBlock Typical Typical Gd
## 784 Typical Typical CBlock Typical Typical No
## 785 Typical Typical CBlock Typical Typical No
## 786 Good Typical CBlock Typical Typical No
## 787 Typical Typical Slab No_Basement No_Basement No_Basement
## 788 Typical Typical CBlock No_Basement No_Basement No_Basement
## 789 Typical Typical CBlock Typical Typical No
## 790 Typical Typical CBlock Typical Typical No
## 792 Typical Typical CBlock Typical Typical No
## 793 Typical Typical CBlock Typical Typical No
## 794 Typical Typical CBlock Good Typical No
## 795 Typical Good Slab No_Basement No_Basement No_Basement
## 796 Good Typical CBlock Good Typical Mn
## 797 Typical Typical CBlock Typical Typical No
## 798 Typical Typical BrkTil Typical Typical Mn
## 800 Good Typical PConc Good Typical No
## 801 Good Typical CBlock Good Typical Av
## 802 Good Typical CBlock Good Typical Gd
## 803 Good Typical CBlock Good Typical Mn
## 804 Good Typical PConc Good Typical No
## 805 Good Good PConc Good Good No
## 806 Good Typical PConc Good Typical No
## 807 Good Typical PConc No_Basement No_Basement No_Basement
## 808 Typical Fair Slab No_Basement No_Basement No_Basement
## 809 Typical Typical CBlock Good Typical Av
## 810 Typical Typical Slab No_Basement No_Basement No_Basement
## 811 Typical Typical Slab No_Basement No_Basement No_Basement
## 812 Typical Typical Slab No_Basement No_Basement No_Basement
## 813 Typical Typical Slab No_Basement No_Basement No_Basement
## 814 Typical Typical CBlock Good Typical Av
## 815 Typical Typical Slab No_Basement No_Basement No_Basement
## 816 Typical Typical PConc Excellent Typical No
## 817 Typical Typical PConc Excellent Typical No
## 818 Typical Typical PConc Excellent Typical No
## 819 Excellent Typical PConc Excellent Typical Gd
## 820 Good Typical PConc Excellent Typical Gd
## 821 Good Typical PConc Excellent Typical Gd
## 822 Excellent Typical PConc Excellent Typical Gd
## 823 Good Typical PConc Good Typical Av
## 824 Good Typical PConc Good Typical Av
## 825 Good Typical PConc Excellent Typical Av
## 826 Good Typical PConc Excellent Typical No
## 827 Good Typical PConc Good Typical No
## 828 Good Typical PConc Good Typical Av
## 829 Good Typical PConc Good Typical Av
## 830 Good Typical PConc Good Typical Av
## 831 Good Typical PConc Excellent Typical Gd
## 832 Good Typical PConc Good Typical Av
## 833 Good Typical PConc Good Typical Gd
## 834 Good Typical PConc Good Typical Av
## 835 Typical Typical PConc Typical Good Gd
## 836 Typical Good PConc Good Typical No
## 837 Typical Good PConc Typical Typical No
## 838 Typical Typical PConc Good Typical No
## 840 Typical Typical PConc Good Typical Mn
## 841 Typical Typical PConc Good Typical No
## 842 Typical Good PConc Good Good No
## 843 Typical Typical PConc Good Typical Av
## 844 Good Typical PConc Good Typical Gd
## 845 Good Typical PConc Good Typical Av
## 846 Typical Typical PConc Good Typical No
## 847 Good Typical PConc Good Typical No
## 848 Good Typical PConc Good Typical No
## 849 Good Typical PConc Good Typical No
## 850 Good Typical PConc Good Typical No
## 851 Good Typical PConc Good Typical No
## 852 Good Typical PConc Good Typical Mn
## 853 Typical Typical CBlock Good Typical No
## 854 Typical Typical BrkTil Good Typical Av
## 855 Typical Typical CBlock Typical Typical No
## 856 Typical Typical CBlock Good Typical Mn
## 857 Good Good CBlock Typical Typical No
## 858 Typical Typical CBlock Good Good Av
## 859 Typical Typical CBlock Typical Typical Av
## 860 Typical Typical CBlock Typical Typical Av
## 861 Typical Good CBlock Good Typical Av
## 862 Typical Typical CBlock Good Typical Av
## 863 Good Typical PConc Good Typical Av
## 864 Good Typical PConc Good Typical Av
## 865 Good Typical PConc Good Typical Av
## 866 Good Typical PConc Good Typical Av
## 867 Good Typical PConc Excellent Typical Mn
## 868 Good Typical PConc Good Typical No
## 869 Good Typical PConc Good Typical No
## 870 Good Typical PConc Good Typical Gd
## 871 Good Typical PConc Good Typical Gd
## 872 Good Typical PConc Excellent Typical Gd
## 873 Good Typical PConc Good Typical Av
## 874 Typical Typical PConc Good Typical No
## 875 Good Typical PConc Good Typical No
## 876 Good Typical PConc Good Typical No
## 877 Good Typical PConc Good Typical No
## 878 Good Typical PConc Good Typical Av
## 879 Good Typical PConc Good Typical Av
## 880 Good Typical PConc Good Typical Av
## 881 Good Typical PConc Good Typical No
## 882 Good Typical PConc Good Typical Av
## 883 Good Typical PConc Good Typical No
## 884 Good Typical PConc Good Typical No
## 885 Typical Typical CBlock No_Basement No_Basement No_Basement
## 886 Typical Good PConc Typical Typical No
## 887 Typical Typical CBlock Typical Typical Mn
## 888 Good Typical Slab No_Basement No_Basement No_Basement
## 889 Typical Typical CBlock Typical Typical No
## 890 Typical Typical CBlock Typical Typical No
## 891 Typical Typical CBlock Typical Typical Av
## 892 Excellent Typical PConc Excellent Typical No
## 894 Typical Excellent CBlock Typical Typical No
## 895 Typical Typical CBlock Typical Typical No
## 896 Typical Typical CBlock Fair Typical Mn
## 898 Typical Typical PConc Fair Typical No
## 900 Typical Typical CBlock Typical Typical No
## 901 Typical Typical CBlock Typical Typical No
## 902 Typical Typical CBlock Typical Typical No
## 904 Typical Typical CBlock Typical Typical No
## 905 Typical Typical CBlock Typical Typical No
## 906 Typical Typical PConc Typical Fair No
## 907 Typical Typical BrkTil Typical Typical No
## 908 Typical Typical CBlock Typical Fair No
## 909 Typical Typical BrkTil Typical Typical No
## 911 Typical Typical BrkTil Typical Typical No
## 912 Typical Typical BrkTil Typical Typical No
## 913 Good Typical BrkTil Typical Typical No
## 914 Typical Typical BrkTil Typical Typical No
## 915 Good Good PConc Good Good No
## 917 Typical Typical BrkTil Typical Typical No
## 918 Typical Typical BrkTil Typical Fair Mn
## 919 Good Typical BrkTil Good Typical No
## 920 Typical Typical CBlock Typical Typical No
## 921 Typical Typical CBlock Typical Typical No
## 922 Good Good BrkTil Typical Fair No
## 923 Typical Typical CBlock Typical Typical No
## 924 Typical Good BrkTil Good Typical No
## 925 Typical Typical BrkTil Typical Typical No
## 926 Typical Typical BrkTil Typical Typical No
## 927 Typical Good BrkTil Typical Typical Mn
## 928 Typical Typical CBlock Typical Typical No
## 929 Typical Typical CBlock Typical Typical No
## 931 Typical Good CBlock Typical Typical No
## 932 Typical Typical PConc Typical Typical Av
## 933 Typical Typical CBlock Typical Typical No
## 934 Typical Good CBlock Good Typical Mn
## 935 Typical Typical CBlock Good Typical No
## 936 Typical Typical CBlock Good Typical No
## 937 Typical Good CBlock Typical Typical No
## 938 Good Good CBlock Good Typical No
## 939 Good Good CBlock Good Typical No
## 940 Typical Good CBlock Typical Fair No
## 941 Typical Typical BrkTil Typical Typical No
## 942 Typical Typical PConc Typical Typical Mn
## 945 Excellent Typical PConc Excellent Typical Gd
## 947 Good Typical PConc Good Typical No
## 948 Good Typical PConc Excellent Typical No
## 949 Good Typical PConc Excellent Typical Mn
## 950 Typical Typical PConc Excellent Typical No
## 951 Typical Typical CBlock Typical Typical Av
## 952 Typical Typical CBlock Good Typical Av
## 953 Typical Typical CBlock No_Basement No_Basement No_Basement
## 954 Typical Typical PConc Good Typical Av
## 955 Typical Typical PConc Good Typical No
## 957 Typical Typical CBlock Good Typical Gd
## 958 Good Typical PConc Excellent Typical Gd
## 959 Typical Typical PConc Excellent Typical Av
## 960 Excellent Typical CBlock Excellent Typical Gd
## 961 Excellent Typical PConc Excellent Typical Gd
## 962 Good Typical PConc Good Typical Av
## 963 Typical Typical CBlock Good Typical Mn
## 964 Typical Good PConc Good Typical No
## 965 Typical Typical PConc Good Typical Gd
## 966 Good Typical PConc Excellent Typical No
## 967 Good Typical PConc Good Typical No
## 968 Excellent Typical PConc Excellent Typical Av
## 969 Excellent Typical PConc Excellent Typical Gd
## 970 Typical Typical CBlock Typical Typical No
## 971 Typical Fair Slab No_Basement No_Basement No_Basement
## 972 Typical Typical PConc Excellent Typical No
## 973 Typical Typical PConc Excellent Typical No
## 974 Typical Typical CBlock Good Typical Gd
## 975 Typical Typical CBlock Typical Typical No
## 976 Typical Good CBlock Good Typical Av
## 977 Typical Typical CBlock Typical Typical No
## 978 Typical Typical CBlock Good Typical Av
## 979 Typical Typical CBlock Typical Typical No
## 980 Typical Typical CBlock Typical Typical No
## 981 Typical Typical CBlock Good Typical Av
## 982 Typical Good CBlock Good Typical Av
## 983 Typical Good PConc Good Typical Av
## 984 Typical Typical CBlock Typical Typical No
## 985 Typical Typical PConc Good Typical Av
## 987 Typical Typical PConc Good Typical No
## 988 Typical Typical PConc Typical Typical Gd
## 989 Good Excellent CBlock Typical Typical Gd
## 990 Excellent Typical CBlock Good Typical No
## 991 Typical Typical CBlock Typical Typical Mn
## 992 Typical Typical CBlock Fair Typical Mn
## 993 Typical Typical PConc Typical Typical No
## 994 Typical Typical PConc Good Typical No
## 995 Typical Typical PConc Good Typical Gd
## 996 Typical Typical PConc Good Typical Gd
## 997 Typical Typical PConc Good Typical No
## 998 Good Typical PConc Good Typical No
## 999 Typical Typical PConc Good Typical Gd
## 1000 Good Typical PConc Excellent Typical Av
## 1001 Good Typical PConc Excellent Typical Mn
## 1002 Good Typical PConc Good Typical No
## 1003 Good Typical PConc Good Typical Mn
## 1004 Typical Typical PConc Good Typical No
## 1005 Typical Typical PConc Good Typical No
## 1006 Typical Typical PConc Good Typical No
## 1007 Good Typical PConc Good Typical No
## 1008 Typical Typical PConc Good Typical No
## 1009 Good Typical PConc Good Typical Mn
## 1010 Good Typical PConc Good Typical Gd
## 1011 Good Typical PConc Excellent Typical Gd
## 1012 Good Typical PConc Good Good No
## 1013 Excellent Typical PConc Excellent Typical Gd
## 1016 Typical Typical CBlock Typical Typical No
## 1017 Typical Good CBlock Good Typical No
## 1018 Good Typical CBlock Good Good Mn
## 1019 Typical Good CBlock Good Typical No
## 1020 Good Typical CBlock Good Typical Mn
## 1021 Good Good CBlock Good Typical No
## 1022 Good Typical CBlock Good Fair No
## 1023 Typical Good CBlock Good Good No
## 1024 Typical Typical PConc Good Typical No
## 1025 Typical Typical PConc Good Typical Av
## 1026 Typical Typical CBlock Good Typical Mn
## 1027 Typical Typical CBlock Typical Fair No
## 1029 Typical Typical CBlock Good Typical No
## 1030 Typical Typical CBlock Typical Typical No
## 1031 Typical Typical CBlock Typical Typical No
## 1032 Typical Typical CBlock Good Typical No
## 1033 Good Typical PConc Good Typical No
## 1034 Typical Typical CBlock Good Typical Mn
## 1035 Typical Typical CBlock Good Typical No
## 1036 Typical Typical CBlock Good Typical Mn
## 1037 Typical Typical CBlock Good Typical No
## 1038 Typical Typical CBlock Typical Typical No
## 1039 Good Typical PConc Good Typical No
## 1040 Typical Typical CBlock Typical Typical No
## 1041 Typical Typical CBlock Typical Typical No
## 1042 Typical Typical CBlock Typical Typical No
## 1043 Typical Typical CBlock Typical Typical No
## 1044 Typical Typical CBlock Typical Typical No
## 1045 Typical Typical CBlock Typical Typical No
## 1046 Typical Typical CBlock Typical Typical No
## 1047 Typical Typical CBlock Good Typical No
## 1048 Typical Typical CBlock Good Typical No
## 1049 Typical Typical CBlock Good Typical No
## 1050 Typical Typical CBlock Typical Typical No
## 1051 Excellent Typical PConc Excellent Typical Av
## 1052 Excellent Typical PConc Excellent Typical Av
## 1054 Excellent Typical PConc Excellent Typical Av
## 1055 Good Typical PConc Excellent Typical No
## 1056 Good Typical PConc Excellent Typical Gd
## 1057 Good Typical PConc Excellent Typical Gd
## 1058 Excellent Typical PConc Excellent Typical Gd
## 1059 Good Typical PConc Excellent Typical Gd
## 1060 Excellent Typical PConc Excellent Typical Gd
## 1061 Good Typical PConc Excellent Typical Av
## 1062 Excellent Typical PConc Good Typical Av
## 1063 Good Typical PConc Excellent Typical No
## 1065 Good Typical PConc Excellent Typical Av
## 1066 Good Typical PConc Good Typical No
## 1067 Good Typical PConc Good Typical Mn
## 1068 Good Typical PConc Excellent Typical Mn
## 1069 Good Typical PConc Excellent Typical Gd
## 1070 Excellent Typical PConc Good Typical No
## 1071 Excellent Typical PConc Excellent Typical No
## 1072 Good Typical PConc Good Typical No
## 1073 Excellent Typical PConc Excellent Typical Gd
## 1074 Excellent Typical PConc Excellent Typical No
## 1075 Excellent Typical PConc Excellent Typical No
## 1076 Good Typical PConc Good Typical No
## 1077 Good Typical PConc Good Typical No
## 1078 Good Typical PConc Good Typical No
## 1079 Good Typical PConc Good Typical No
## 1080 Good Typical PConc Good Typical Av
## 1081 Good Typical PConc Good Typical Gd
## 1082 Good Typical PConc Good Typical No
## 1083 Good Typical PConc Good Good No
## 1084 Good Typical PConc Good Typical Av
## 1085 Good Typical PConc Good Typical Gd
## 1086 Good Typical PConc Good Typical No
## 1087 Typical Typical PConc Typical Typical No
## 1088 Good Typical PConc Good Typical Gd
## 1089 Typical Typical PConc Good Typical No
## 1090 Good Typical PConc Good Typical No
## 1091 Good Typical PConc Good Typical No
## 1092 Good Typical PConc Good Typical No
## 1093 Typical Typical PConc Good Typical No
## 1094 Good Typical PConc Good Typical Av
## 1095 Good Typical PConc Good Typical Av
## 1096 Good Typical PConc Good Typical No
## 1097 Good Typical PConc Good Typical No
## 1098 Typical Typical PConc Good Typical No
## 1099 Good Typical PConc Good Typical No
## 1100 Good Typical PConc Good Typical No
## 1101 Good Typical PConc Good Typical Av
## 1102 Good Typical PConc Excellent Typical Mn
## 1103 Good Typical PConc Good Typical Av
## 1104 Good Typical PConc Excellent Typical No
## 1105 Good Typical PConc Good Typical Av
## 1106 Good Good PConc Good Typical Gd
## 1107 Good Typical PConc Good Typical Gd
## 1109 Good Typical PConc Good Typical No
## 1110 Good Typical PConc Good Typical Gd
## 1111 Good Typical PConc Good Typical No
## 1112 Good Typical PConc Good Typical Mn
## 1113 Good Typical PConc Good Typical No
## 1114 Good Typical PConc Excellent Typical No
## 1115 Good Typical PConc Good Typical No
## 1116 Typical Typical PConc Good Typical No
## 1117 Good Typical PConc Good Typical No
## 1118 Good Typical PConc Good Typical Av
## 1119 Good Typical PConc Good Typical Av
## 1120 Good Typical PConc Excellent Typical No
## 1121 Good Typical PConc Good Typical No
## 1122 Good Typical PConc Excellent Typical No
## 1123 Good Typical PConc Good Typical No
## 1124 Good Typical PConc Good Typical No
## 1125 Good Typical PConc Excellent Typical No
## 1126 Good Typical PConc Good Typical No
## 1127 Good Typical PConc Excellent Typical No
## 1128 Good Typical PConc Good Typical No
## 1129 Good Typical PConc Good Typical Av
## 1130 Good Typical PConc Good Typical No
## 1131 Good Typical PConc Good Typical No
## 1132 Typical Typical PConc Good Typical No
## 1133 Good Typical PConc Good Typical Mn
## 1134 Good Typical PConc Good Typical Av
## 1135 Typical Typical PConc Good Good No
## 1136 Typical Typical PConc Typical Typical No
## 1137 Typical Typical PConc Good Typical No
## 1138 Good Typical PConc Good Typical No
## 1139 Good Typical PConc Good Typical Mn
## 1140 Good Typical PConc Good Typical No
## 1141 Good Typical PConc Good Typical No
## 1142 Typical Typical PConc Good Typical No
## 1143 Good Typical PConc Good Typical Av
## 1144 Good Typical PConc Good Typical No
## 1145 Good Typical PConc Good Typical No
## 1146 Typical Typical CBlock Good Typical No
## 1148 Good Typical PConc Good Typical No
## 1149 Good Typical PConc Good Typical No
## 1150 Typical Typical PConc Typical Good No
## 1151 Typical Typical CBlock Typical Typical No
## 1152 Typical Good CBlock Typical Typical No
## 1153 Typical Typical CBlock Typical Fair Mn
## 1154 Typical Typical CBlock Good Good No
## 1155 Typical Good CBlock Typical Typical Mn
## 1156 Typical Typical CBlock Typical Typical Av
## 1157 Typical Good CBlock Good Typical No
## 1158 Good Typical PConc Good Typical No
## 1159 Good Typical PConc Good Typical Gd
## 1160 Good Typical PConc Good Typical Mn
## 1161 Good Typical PConc Good Typical No
## 1162 Good Typical PConc Good Typical No
## 1163 Good Typical PConc Good Typical No
## 1164 Good Typical PConc Good Typical No
## 1165 Good Typical PConc Good Typical No
## 1166 Typical Typical PConc Good Typical No
## 1167 Typical Typical PConc Good Typical No
## 1168 Good Typical PConc Good Typical Av
## 1169 Good Typical PConc Excellent Typical Av
## 1170 Good Typical PConc Excellent Typical Av
## 1171 Good Typical PConc Good Typical Av
## 1172 Good Typical PConc Excellent Typical Av
## 1173 Good Typical PConc Good Typical No
## 1174 Good Typical PConc Good Typical No
## 1175 Typical Typical PConc Typical Typical No
## 1176 Good Typical PConc Good Typical No
## 1177 Good Typical PConc Good Typical No
## 1178 Excellent Typical PConc Good Typical Mn
## 1179 Good Typical PConc Good Typical No
## 1180 Good Typical PConc Good Typical Gd
## 1182 Typical Typical PConc Good Typical No
## 1183 Good Good CBlock Good Typical No
## 1185 Good Typical PConc Good Typical No
## 1186 Typical Typical PConc Typical Typical No
## 1187 Typical Typical CBlock Typical Typical Av
## 1188 Typical Typical CBlock Typical Typical No
## 1189 Good Good CBlock Typical Typical No
## 1190 Typical Typical CBlock Typical Typical No
## 1191 Typical Typical CBlock Typical Typical No
## 1192 Typical Typical CBlock Typical Typical No
## 1193 Typical Typical CBlock Typical Typical No
## 1194 Typical Typical CBlock Typical Typical No
## 1195 Good Typical CBlock Typical Typical No
## 1196 Typical Typical CBlock Typical Typical No
## 1197 Typical Typical CBlock Typical Typical No
## 1198 Typical Typical CBlock Typical Typical No
## 1199 Typical Typical CBlock Good Good No
## 1200 Excellent Good CBlock Typical Good No
## 1201 Good Typical CBlock Typical Typical No
## 1202 Typical Typical CBlock Typical Typical No
## 1203 Excellent Typical CBlock Typical Typical Av
## 1204 Typical Typical CBlock Typical Typical No
## 1205 Typical Typical Slab No_Basement No_Basement No_Basement
## 1206 Typical Typical CBlock Typical Typical No
## 1207 Typical Typical CBlock Typical Typical No
## 1208 Typical Good CBlock Typical Typical Mn
## 1209 Typical Typical CBlock Typical Typical No
## 1210 Typical Typical CBlock Typical Typical Gd
## 1211 Typical Typical CBlock Typical Typical No
## 1212 Typical Typical CBlock Good Typical No
## 1213 Typical Good PConc Typical Typical Gd
## 1215 Typical Good CBlock Typical Typical No
## 1216 Good Typical CBlock Typical Typical No
## 1217 Good Typical CBlock Typical Typical No
## 1218 Typical Typical PConc Typical Typical No
## 1219 Typical Typical CBlock Typical Typical No
## 1223 Typical Typical PConc Typical Typical No
## 1224 Fair Fair CBlock Typical Typical No
## 1225 Typical Typical CBlock Typical Typical No
## 1226 Typical Good CBlock Typical Typical No
## 1227 Typical Typical CBlock Typical Typical Av
## 1228 Typical Typical CBlock Typical Typical No
## 1229 Typical Typical CBlock Typical Typical Gd
## 1230 Typical Typical CBlock Typical Typical No
## 1231 Typical Typical CBlock Typical Typical No
## 1232 Good Good CBlock Typical Typical No
## 1233 Typical Typical CBlock Good Typical Gd
## 1234 Good Good CBlock Typical Typical No
## 1235 Typical Typical CBlock Typical Typical No
## 1236 Typical Typical CBlock Typical Typical No
## 1237 Typical Good CBlock Typical Typical No
## 1238 Typical Typical CBlock Typical Typical No
## 1239 Typical Typical CBlock Typical Typical No
## 1240 Typical Typical CBlock Typical Typical No
## 1241 Typical Typical CBlock Typical Typical No
## 1242 Typical Typical CBlock Good Typical No
## 1243 Typical Typical CBlock Typical Typical No
## 1244 Typical Good CBlock Typical Typical No
## 1245 Typical Typical CBlock Typical Typical No
## 1246 Typical Typical CBlock Typical Typical No
## 1247 Typical Typical CBlock Typical Typical No
## 1248 Typical Typical PConc Typical Typical No
## 1249 Typical Typical CBlock Typical Typical No
## 1250 Typical Typical CBlock Typical Typical Mn
## 1251 Typical Typical CBlock Typical Typical No
## 1253 Typical Typical CBlock Typical Typical No
## 1254 Typical Typical CBlock Typical Typical No
## 1255 Typical Typical Slab No_Basement No_Basement No_Basement
## 1256 Typical Good PConc Typical Typical No
## 1257 Typical Typical CBlock Typical Typical No
## 1258 Good Typical PConc Typical Typical No
## 1259 Typical Typical BrkTil Typical Typical No
## 1260 Typical Typical BrkTil No_Basement No_Basement No_Basement
## 1261 Typical Typical CBlock Typical Typical No
## 1262 Typical Typical CBlock Typical Typical No
## 1264 Typical Typical CBlock Typical Typical No
## 1265 Typical Typical CBlock Typical Typical Gd
## 1266 Typical Typical CBlock Good Typical Gd
## 1267 Good Typical Stone Typical Typical Av
## 1268 Typical Typical CBlock Fair Typical No
## 1269 Typical Typical CBlock No_Basement No_Basement No_Basement
## 1270 Typical Typical CBlock Typical Typical No
## 1271 Typical Typical PConc Typical Typical No
## 1272 Typical Typical CBlock Typical Typical No
## 1273 Typical Typical CBlock Typical Typical No
## 1274 Typical Typical CBlock Typical Typical No
## 1275 Typical Typical CBlock Typical Typical No
## 1276 Typical Typical CBlock Typical Typical No
## 1277 Typical Typical CBlock Typical Typical No
## 1278 Typical Typical CBlock Typical Typical Av
## 1279 Typical Good CBlock Typical Typical Mn
## 1280 Typical Typical CBlock Typical Typical No
## 1281 Typical Typical CBlock Typical Typical No
## 1282 Typical Typical CBlock Typical Typical Gd
## 1283 Typical Typical CBlock Typical Typical No
## 1284 Typical Typical PConc Typical Typical No
## 1286 Typical Typical PConc Typical Typical No
## 1287 Typical Typical BrkTil Typical Typical No
## 1288 Typical Typical BrkTil Typical Fair No
## 1289 Good Good BrkTil Good Typical No
## 1290 Typical Typical CBlock Fair Typical No
## 1291 Good Typical BrkTil Typical Typical No
## 1292 Typical Typical Stone Typical Typical No
## 1293 Typical Typical PConc Good Typical No
## 1294 Typical Good BrkTil Typical Typical No
## 1295 Fair Fair BrkTil Typical Typical No
## 1296 Good Typical CBlock Typical Typical No
## 1298 Typical Typical BrkTil Typical Good No
## 1299 Typical Typical BrkTil Fair Typical No
## 1300 Typical Typical CBlock Typical Typical No
## 1301 Typical Typical CBlock Typical Typical No
## 1302 Typical Typical CBlock Typical Typical No
## 1303 Typical Good BrkTil Typical Typical No
## 1304 Typical Typical CBlock Typical Typical No
## 1305 Typical Typical CBlock Typical Typical No
## 1309 Typical Typical BrkTil Typical Typical Mn
## 1310 Typical Typical BrkTil Typical Typical No
## 1311 Typical Typical BrkTil Typical Typical No
## 1312 Typical Typical CBlock Typical Typical No
## 1315 Good Typical BrkTil Fair Typical No
## 1316 Typical Excellent BrkTil Typical Typical No
## 1317 Typical Typical BrkTil Fair Typical No
## 1318 Typical Typical CBlock Typical Typical No
## 1320 Typical Typical PConc Typical Typical No
## 1323 Typical Typical BrkTil Typical Typical Mn
## 1324 Typical Typical CBlock Typical Typical No
## 1325 Typical Typical BrkTil Typical Typical No
## 1326 Typical Typical PConc No_Basement No_Basement No_Basement
## 1327 Typical Typical CBlock Typical Typical No
## 1328 Good Good BrkTil Typical Typical No
## 1331 Typical Typical BrkTil Typical Typical No
## 1332 Typical Typical BrkTil Typical Typical No
## 1333 Typical Good CBlock Typical Typical No
## 1334 Typical Good BrkTil Typical Typical No
## 1335 Typical Typical CBlock Typical Typical No
## 1336 Typical Fair BrkTil Typical Fair No
## 1337 Typical Typical BrkTil Typical Typical No
## 1338 Typical Good BrkTil Typical Typical No
## BsmtFin_Type_1 BsmtFin_SF_1 BsmtFin_Type_2 BsmtFin_SF_2 Bsmt_Unf_SF
## 1 BLQ 2 Unf 0 441
## 2 Rec 6 LwQ 144 270
## 4 ALQ 1 Unf 0 1045
## 5 GLQ 3 Unf 0 137
## 6 GLQ 3 Unf 0 324
## 7 GLQ 3 Unf 0 722
## 8 ALQ 1 Unf 0 1017
## 9 GLQ 3 Unf 0 415
## 10 Unf 7 Unf 0 994
## 11 Unf 7 Unf 0 763
## 12 ALQ 1 Unf 0 233
## 13 Unf 7 Unf 0 789
## 14 GLQ 3 Unf 0 663
## 15 GLQ 3 BLQ 1120 0
## 16 ALQ 1 Unf 0 234
## 19 LwQ 4 Unf 0 744
## 20 ALQ 1 Rec 163 589
## 21 BLQ 2 Unf 0 1139
## 22 GLQ 3 LwQ 168 0
## 23 GLQ 3 Unf 0 281
## 24 ALQ 1 Unf 0 426
## 25 GLQ 3 Unf 0 344
## 26 BLQ 2 Unf 0 281
## 27 ALQ 1 Rec 78 0
## 29 GLQ 3 BLQ 0 354
## 30 Rec 6 Unf 0 327
## 31 Rec 6 Unf 0 225
## 32 Unf 7 Unf 0 525
## 33 ALQ 1 Unf 0 709
## 34 ALQ 1 Unf 0 341
## 35 Unf 7 Unf 0 836
## 36 ALQ 1 Unf 0 544
## 37 Unf 7 Unf 0 1590
## 38 GLQ 3 Unf 0 486
## 39 GLQ 3 Unf 0 284
## 40 Unf 7 Unf 0 1544
## 41 BLQ 2 Unf 0 340
## 42 GLQ 3 Unf 0 1588
## 43 GLQ 3 Unf 0 1794
## 44 GLQ 3 Unf 0 1515
## 45 GLQ 3 Unf 0 142
## 46 GLQ 3 Unf 0 625
## 47 GLQ 3 Unf 0 1473
## 48 GLQ 3 Unf 0 1093
## 49 GLQ 3 Unf 0 1296
## 50 GLQ 3 Unf 0 1346
## 51 Unf 7 Unf 0 764
## 52 Unf 7 Unf 0 1324
## 53 GLQ 3 Unf 0 1129
## 54 GLQ 3 Unf 0 1232
## 55 GLQ 3 Unf 0 58
## 56 GLQ 3 Unf 0 235
## 57 Unf 7 Unf 0 847
## 58 GLQ 3 Unf 0 134
## 59 Unf 7 Unf 0 884
## 60 Unf 7 Unf 0 1393
## 61 Unf 7 Unf 0 1629
## 62 GLQ 3 Unf 0 801
## 63 GLQ 3 Unf 0 431
## 64 GLQ 3 Unf 0 628
## 65 Unf 7 Unf 0 1195
## 66 GLQ 3 Unf 0 1217
## 67 Unf 7 Unf 0 1595
## 68 Unf 7 Unf 0 1218
## 70 GLQ 3 Unf 0 488
## 71 GLQ 3 Unf 0 769
## 72 GLQ 3 Unf 0 54
## 73 GLQ 3 Unf 0 300
## 74 Unf 7 Unf 0 831
## 75 GLQ 3 Unf 0 253
## 76 BLQ 2 BLQ 119 261
## 77 Unf 7 Unf 0 1055
## 78 Unf 7 Unf 0 918
## 79 ALQ 1 LwQ 121 0
## 81 GLQ 3 Unf 0 702
## 82 Unf 7 Unf 0 650
## 83 Unf 7 Unf 0 816
## 84 No_Basement 5 No_Basement 0 0
## 85 ALQ 1 Unf 0 210
## 86 GLQ 3 BLQ 117 224
## 87 BLQ 2 Unf 0 432
## 88 ALQ 1 Unf 0 216
## 89 ALQ 1 Unf 0 381
## 91 GLQ 3 Unf 0 76
## 92 LwQ 4 GLQ 981 0
## 93 GLQ 3 Unf 0 261
## 94 GLQ 3 Unf 0 190
## 95 Unf 7 Unf 0 840
## 96 GLQ 3 Unf 0 320
## 97 Unf 7 Unf 0 600
## 98 GLQ 3 ALQ 42 190
## 99 GLQ 3 Unf 0 224
## 100 GLQ 3 Unf 0 892
## 101 GLQ 3 Unf 0 378
## 102 GLQ 3 Unf 0 290
## 103 ALQ 1 Unf 0 92
## 104 GLQ 3 Unf 0 286
## 106 GLQ 3 Unf 0 491
## 109 GLQ 3 Unf 0 192
## 110 GLQ 3 Unf 0 659
## 111 GLQ 3 Unf 0 1323
## 112 GLQ 3 Unf 0 143
## 113 ALQ 1 Unf 0 410
## 114 ALQ 1 LwQ 46 491
## 115 GLQ 3 Unf 0 586
## 116 ALQ 1 Unf 0 179
## 117 ALQ 1 Unf 0 386
## 118 Rec 6 Unf 0 534
## 119 ALQ 1 Rec 81 678
## 120 ALQ 1 Unf 0 381
## 121 BLQ 2 Unf 0 150
## 122 BLQ 2 Unf 0 500
## 123 Unf 7 Unf 0 533
## 124 GLQ 3 Unf 0 138
## 125 GLQ 3 Unf 0 173
## 127 GLQ 3 Rec 1029 0
## 128 LwQ 4 Unf 0 470
## 129 Rec 6 Unf 0 482
## 130 BLQ 2 Unf 0 162
## 132 Rec 6 LwQ 290 412
## 133 BLQ 2 LwQ 132 350
## 134 LwQ 4 Unf 0 728
## 135 GLQ 3 Unf 0 136
## 136 Rec 6 Unf 0 662
## 137 GLQ 3 Unf 0 1035
## 138 ALQ 1 Rec 713 557
## 139 Unf 7 Unf 0 1604
## 140 GLQ 3 Unf 0 292
## 141 BLQ 2 Rec 162 125
## 142 Rec 6 Unf 0 380
## 143 Rec 6 Unf 0 392
## 144 Unf 7 Unf 0 1194
## 145 Rec 6 Unf 0 188
## 146 Rec 6 Unf 0 571
## 147 Rec 6 Unf 0 270
## 148 Rec 6 Unf 0 510
## 149 Unf 7 Unf 0 832
## 150 BLQ 2 Unf 0 525
## 151 Rec 6 Unf 0 324
## 152 Rec 6 Unf 0 456
## 153 GLQ 3 Unf 0 326
## 154 Unf 7 Unf 0 576
## 155 No_Basement 5 No_Basement 0 0
## 156 ALQ 1 BLQ 362 404
## 157 BLQ 2 Rec 240 448
## 158 Unf 7 Unf 0 912
## 159 GLQ 3 Unf 0 0
## 160 ALQ 1 Rec 258 733
## 162 ALQ 1 Rec 174 161
## 163 LwQ 4 Rec 906 0
## 164 Rec 6 Unf 0 403
## 165 BLQ 2 Rec 486 180
## 166 Unf 7 Unf 0 1116
## 167 Rec 6 LwQ 350 237
## 168 BLQ 2 LwQ 263 415
## 169 Unf 7 Unf 0 756
## 170 ALQ 1 Unf 0 661
## 171 Unf 7 Unf 0 576
## 172 BLQ 2 Unf 0 357
## 173 Unf 7 Unf 0 1008
## 174 BLQ 2 Rec 1073 0
## 175 Unf 7 Unf 0 840
## 176 Unf 7 Unf 0 747
## 177 BLQ 2 Unf 0 278
## 178 LwQ 4 ALQ 692 0
## 179 Unf 7 Unf 0 827
## 180 BLQ 2 Unf 0 247
## 181 Rec 6 Unf 0 832
## 183 Unf 7 Unf 0 624
## 184 Unf 7 Unf 0 930
## 185 LwQ 4 Unf 0 0
## 186 Unf 7 Unf 0 346
## 188 GLQ 3 Unf 0 312
## 189 Unf 7 Unf 0 622
## 190 Unf 7 Unf 0 777
## 191 Rec 6 Unf 0 455
## 192 Rec 6 Unf 0 200
## 193 BLQ 2 Unf 0 634
## 194 Rec 6 Unf 0 577
## 195 BLQ 2 LwQ 12 144
## 196 LwQ 4 Unf 0 308
## 197 Rec 6 LwQ 159 316
## 198 Rec 6 Unf 0 480
## 199 Rec 6 Unf 0 252
## 200 LwQ 4 Unf 0 480
## 201 ALQ 1 Unf 0 164
## 202 Unf 7 Unf 0 576
## 203 Unf 7 Unf 0 888
## 204 Unf 7 Unf 0 780
## 205 Unf 7 Unf 0 662
## 208 Unf 7 Unf 0 360
## 209 Unf 7 Unf 0 1032
## 210 Rec 6 Unf 0 656
## 212 Rec 6 Unf 0 186
## 213 LwQ 4 Unf 0 232
## 215 LwQ 4 Unf 0 120
## 216 Unf 7 Unf 0 780
## 217 ALQ 1 Unf 0 1128
## 218 Unf 7 Unf 0 1768
## 219 BLQ 2 Unf 0 198
## 220 ALQ 1 Unf 0 90
## 221 ALQ 1 Unf 0 70
## 222 Rec 6 ALQ 668 204
## 223 BLQ 2 Rec 474 150
## 224 ALQ 1 Unf 0 292
## 225 GLQ 3 Unf 0 89
## 226 GLQ 3 Unf 0 0
## 227 Rec 6 ALQ 453 0
## 228 Rec 6 Unf 0 234
## 229 GLQ 3 Unf 0 105
## 230 ALQ 1 Unf 0 328
## 231 Unf 7 Unf 0 660
## 232 BLQ 2 Unf 0 625
## 234 ALQ 1 Unf 0 153
## 235 BLQ 2 LwQ 684 0
## 236 ALQ 1 Unf 0 350
## 237 GLQ 3 Rec 387 172
## 238 BLQ 2 Unf 0 405
## 239 LwQ 4 Unf 0 564
## 240 BLQ 2 Unf 0 218
## 241 GLQ 3 Unf 0 1176
## 243 Unf 7 Unf 0 1250
## 244 No_Basement 5 No_Basement 0 0
## 245 Unf 7 Unf 0 741
## 246 GLQ 3 Unf 0 0
## 247 GLQ 3 Unf 0 86
## 248 GLQ 3 Unf 0 300
## 249 GLQ 3 Unf 0 189
## 250 Unf 7 Unf 0 1694
## 251 GLQ 3 Unf 0 501
## 252 Unf 7 Unf 0 1226
## 253 GLQ 3 Unf 0 1198
## 254 GLQ 3 Unf 0 203
## 255 Unf 7 Unf 0 676
## 256 GLQ 3 Unf 0 506
## 257 GLQ 3 Unf 0 0
## 258 ALQ 1 Unf 0 525
## 259 GLQ 3 Unf 0 299
## 260 GLQ 3 Rec 688 140
## 261 GLQ 3 Unf 0 311
## 262 LwQ 4 ALQ 712 0
## 263 ALQ 1 Unf 0 396
## 264 GLQ 3 Unf 0 296
## 265 GLQ 3 Unf 0 223
## 266 GLQ 3 Unf 0 458
## 267 Unf 7 Unf 0 1040
## 268 Unf 7 Unf 0 1649
## 269 GLQ 3 Unf 0 176
## 270 GLQ 3 Unf 0 186
## 271 BLQ 2 GLQ 972 315
## 272 GLQ 3 Unf 0 761
## 273 GLQ 3 Unf 0 1390
## 274 No_Basement 5 No_Basement 0 0
## 277 ALQ 1 Unf 0 126
## 278 Unf 7 Unf 0 744
## 279 ALQ 1 Unf 0 480
## 280 ALQ 1 BLQ 127 480
## 281 Unf 7 Unf 0 960
## 282 Unf 7 Unf 0 1121
## 283 LwQ 4 Unf 0 641
## 285 Rec 6 Unf 0 833
## 286 Rec 6 Unf 0 974
## 287 Unf 7 Unf 0 806
## 288 Rec 6 Unf 0 661
## 289 LwQ 4 Unf 0 808
## 290 Rec 6 Unf 0 618
## 293 Unf 7 Unf 0 804
## 294 ALQ 1 BLQ 252 850
## 295 ALQ 1 Unf 0 657
## 296 GLQ 3 Unf 0 877
## 297 GLQ 3 Unf 0 496
## 298 GLQ 3 Unf 0 80
## 299 GLQ 3 Unf 0 235
## 300 GLQ 3 Unf 0 1115
## 301 ALQ 1 Unf 0 254
## 302 BLQ 2 Unf 0 61
## 304 BLQ 2 Unf 0 321
## 305 Unf 7 Unf 0 698
## 306 Unf 7 Unf 0 859
## 307 Unf 7 Unf 0 540
## 308 Unf 7 Unf 0 756
## 309 GLQ 3 Unf 0 221
## 310 GLQ 3 Unf 0 434
## 311 ALQ 1 Unf 0 564
## 312 Unf 7 Unf 0 1560
## 313 GLQ 3 Unf 0 473
## 314 Unf 7 Unf 0 1958
## 315 BLQ 2 Rec 334 60
## 316 GLQ 3 Unf 0 1258
## 317 Unf 7 Unf 0 1214
## 318 Unf 7 Unf 0 384
## 319 Unf 7 Unf 0 774
## 320 GLQ 3 Unf 0 193
## 321 Unf 7 Unf 0 967
## 322 Unf 7 Unf 0 2002
## 323 Rec 6 Unf 0 1026
## 324 Unf 7 Unf 0 1430
## 325 Unf 7 Unf 0 912
## 326 Unf 7 Unf 0 1344
## 327 BLQ 2 Unf 0 212
## 328 GLQ 3 Unf 0 30
## 329 Rec 6 BLQ 232 175
## 330 GLQ 3 Unf 0 370
## 331 LwQ 4 GLQ 480 0
## 332 Unf 7 Unf 0 546
## 333 Rec 6 Unf 0 252
## 334 ALQ 1 Unf 0 395
## 335 Rec 6 Unf 0 595
## 336 Rec 6 GLQ 590 36
## 338 Rec 6 Unf 0 166
## 339 BLQ 2 Unf 0 388
## 340 GLQ 3 LwQ 284 54
## 341 GLQ 3 Unf 0 208
## 342 Rec 6 Unf 0 318
## 343 LwQ 4 Unf 0 590
## 344 GLQ 3 Unf 0 542
## 345 ALQ 1 Unf 0 98
## 346 GLQ 3 Unf 0 158
## 347 GLQ 3 Unf 0 100
## 348 GLQ 3 Unf 0 426
## 349 Unf 7 Unf 0 384
## 350 GLQ 3 Unf 0 243
## 351 GLQ 3 Unf 0 343
## 352 GLQ 3 Unf 0 1077
## 353 GLQ 3 Unf 0 846
## 354 GLQ 3 Unf 0 195
## 355 Unf 7 Unf 0 832
## 356 GLQ 3 Unf 0 476
## 357 Unf 7 Unf 0 799
## 358 ALQ 1 Unf 0 370
## 359 GLQ 3 Unf 0 107
## 360 Unf 7 Unf 0 1181
## 361 Unf 7 Unf 0 808
## 362 Unf 7 Unf 0 702
## 363 GLQ 3 Unf 0 598
## 364 GLQ 3 Unf 0 284
## 365 Unf 7 Unf 0 1424
## 366 GLQ 3 Unf 0 184
## 367 GLQ 3 Unf 0 312
## 368 Unf 7 Unf 0 2046
## 369 ALQ 1 Unf 0 256
## 370 ALQ 1 Unf 0 722
## 371 GLQ 3 Unf 0 153
## 372 Unf 7 Unf 0 1362
## 373 ALQ 1 Unf 0 564
## 374 ALQ 1 Unf 0 356
## 376 LwQ 4 Unf 0 1064
## 377 ALQ 1 Unf 0 441
## 378 GLQ 3 Unf 0 336
## 379 ALQ 1 Unf 0 308
## 381 ALQ 1 Unf 0 567
## 382 Unf 7 Unf 0 1090
## 383 ALQ 1 Unf 0 399
## 384 GLQ 3 Unf 0 304
## 385 GLQ 3 Unf 0 288
## 387 GLQ 3 ALQ 276 471
## 388 ALQ 1 LwQ 168 120
## 389 ALQ 1 Unf 0 228
## 390 ALQ 1 Unf 0 540
## 391 Unf 7 Unf 0 1064
## 392 Unf 7 Unf 0 689
## 393 Unf 7 Unf 0 896
## 394 BLQ 2 Unf 0 174
## 395 GLQ 3 LwQ 472 115
## 396 Unf 7 Unf 0 1180
## 397 ALQ 1 Unf 0 543
## 398 ALQ 1 Unf 0 138
## 399 ALQ 1 BLQ 239 250
## 400 ALQ 1 Unf 0 673
## 401 ALQ 1 LwQ 180 160
## 402 ALQ 1 Unf 0 624
## 403 BLQ 2 Unf 0 229
## 404 LwQ 4 Unf 0 0
## 405 Unf 7 Unf 0 630
## 406 Rec 6 LwQ 294 79
## 407 ALQ 1 Unf 0 321
## 408 ALQ 1 Unf 0 399
## 409 LwQ 4 Unf 0 0
## 410 ALQ 1 Unf 0 498
## 411 ALQ 1 Unf 0 289
## 412 ALQ 1 LwQ 622 0
## 413 ALQ 1 Rec 495 103
## 414 ALQ 1 Unf 0 466
## 415 ALQ 1 Unf 0 484
## 416 ALQ 1 Unf 0 544
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## 418 ALQ 1 Unf 0 300
## 419 BLQ 2 Unf 0 460
## 420 BLQ 2 Unf 0 220
## 421 GLQ 3 Unf 0 528
## 422 GLQ 3 Unf 0 416
## 423 Unf 7 Unf 0 1926
## 424 GLQ 3 ALQ 539 788
## 425 GLQ 3 Unf 0 80
## 426 Unf 7 Unf 0 1566
## 427 Unf 7 Unf 0 2042
## 428 GLQ 3 Unf 0 379
## 429 GLQ 3 Unf 0 168
## 430 GLQ 3 Unf 0 788
## 431 GLQ 3 Unf 0 570
## 434 Unf 7 Unf 0 1734
## 435 Unf 7 Unf 0 1736
## 436 GLQ 3 Unf 0 251
## 437 GLQ 3 Unf 0 278
## 438 Unf 7 Unf 0 1709
## 440 GLQ 3 Unf 0 625
## 441 GLQ 3 Unf 0 467
## 442 GLQ 3 Unf 0 632
## 443 GLQ 3 Unf 0 292
## 444 GLQ 3 Unf 0 797
## 445 GLQ 3 No_Basement 479 1603
## 446 ALQ 1 Unf 0 498
## 447 Unf 7 Unf 0 1502
## 448 GLQ 3 Unf 0 2336
## 449 GLQ 3 Unf 0 480
## 450 Unf 7 Unf 0 1082
## 451 Unf 7 Unf 0 1598
## 452 ALQ 1 Unf 0 522
## 453 ALQ 1 Unf 0 406
## 454 GLQ 3 Unf 0 425
## 455 GLQ 3 Unf 0 474
## 456 GLQ 3 Unf 0 410
## 457 GLQ 3 Unf 0 346
## 458 GLQ 3 Unf 0 643
## 459 GLQ 3 Unf 0 1084
## 460 Unf 7 Unf 0 1451
## 461 GLQ 3 Unf 0 516
## 462 GLQ 3 Unf 0 461
## 463 Unf 7 Unf 0 1405
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## 465 Unf 7 Unf 0 728
## 466 Unf 7 Unf 0 745
## 467 Unf 7 Unf 0 742
## 468 Unf 7 Unf 0 684
## 469 Unf 7 Unf 0 1373
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## 471 GLQ 3 Unf 0 1357
## 472 GLQ 3 Unf 0 1330
## 473 GLQ 3 Unf 0 1204
## 474 GLQ 3 Unf 0 1129
## 475 GLQ 3 Unf 0 291
## 477 Unf 7 Unf 0 384
## 478 Unf 7 Unf 0 868
## 479 GLQ 3 Unf 0 55
## 480 Unf 7 Unf 0 846
## 481 GLQ 3 Unf 0 130
## 482 GLQ 3 Unf 0 204
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## 490 Unf 7 Unf 0 384
## 492 Unf 7 Unf 0 841
## 494 Unf 7 Unf 0 384
## 495 GLQ 3 Unf 0 89
## 496 GLQ 3 Unf 0 773
## 497 GLQ 3 Unf 0 282
## 498 GLQ 3 Unf 0 503
## 499 GLQ 3 Unf 0 371
## 500 Unf 7 Unf 0 1264
## 501 BLQ 2 GLQ 1526 262
## 502 GLQ 3 Unf 0 360
## 503 GLQ 3 Unf 0 254
## 504 GLQ 3 Unf 0 549
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## 508 Unf 7 Unf 0 1696
## 509 Unf 7 Unf 0 1614
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## 513 GLQ 3 Unf 0 772
## 515 GLQ 3 Unf 0 78
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## 517 GLQ 3 Unf 0 1191
## 518 Unf 7 Unf 0 1436
## 519 GLQ 3 Unf 0 364
## 520 Unf 7 Unf 0 1402
## 521 Unf 7 Unf 0 1530
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## 523 GLQ 3 Unf 0 1348
## 524 GLQ 3 Unf 0 252
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## 529 GLQ 3 Unf 0 222
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## 536 Unf 7 Unf 0 1158
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## 541 Unf 7 Unf 0 1114
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## 543 Unf 7 Unf 0 1450
## 544 GLQ 3 Unf 0 276
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## 569 Unf 7 Unf 0 1726
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## 571 GLQ 3 Unf 0 348
## 572 GLQ 3 Unf 0 249
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## 579 BLQ 2 Unf 0 165
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## 581 Unf 7 Unf 0 1442
## 582 Unf 7 Unf 0 1489
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## 587 ALQ 1 Unf 0 1152
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## 591 ALQ 1 Unf 0 664
## 592 LwQ 4 GLQ 1127 379
## 593 GLQ 3 Unf 0 167
## 594 BLQ 2 Unf 0 216
## 595 Unf 7 Unf 0 1568
## 596 BLQ 2 Rec 466 121
## 597 ALQ 1 Unf 0 467
## 598 GLQ 3 Unf 0 270
## 599 Rec 6 LwQ 630 491
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## 601 BLQ 2 Unf 0 461
## 603 BLQ 2 Unf 0 265
## 604 BLQ 2 LwQ 201 222
## 605 Unf 7 Unf 0 1584
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## 612 ALQ 1 Unf 0 50
## 613 ALQ 1 Unf 0 640
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## 617 BLQ 2 Unf 0 481
## 619 GLQ 3 Unf 0 131
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## 1086 Unf 7 Unf 0 789
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## 1255 No_Basement 5 No_Basement 0 0
## 1256 Unf 7 Unf 0 747
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## 1259 Unf 7 Unf 0 892
## 1260 No_Basement 5 No_Basement 0 0
## 1261 Rec 6 Unf 0 539
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## 1276 Unf 7 Unf 0 832
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## 1278 Unf 7 Unf 0 1800
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## 1281 BLQ 2 Unf 0 380
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## 1288 Unf 7 Unf 0 680
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## 1290 Unf 7 Unf 0 672
## 1291 Unf 7 Unf 0 728
## 1292 Unf 7 Unf 0 828
## 1293 Unf 7 Unf 0 1362
## 1294 Unf 7 Unf 0 801
## 1295 Rec 6 Unf 0 576
## 1296 Unf 7 Unf 0 931
## 1298 Unf 7 Unf 0 481
## 1299 Unf 7 Unf 0 684
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## 1305 Unf 7 Unf 0 901
## 1309 Unf 7 Unf 0 876
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## 1317 Unf 7 Unf 0 482
## 1318 Unf 7 Unf 0 742
## 1320 Unf 7 Unf 0 572
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## 1327 Unf 7 Unf 0 869
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## 1338 Rec 6 LwQ 162 462
## Total_Bsmt_SF Heating Heating_QC Central_Air Electrical First_Flr_SF
## 1 1080 GasA Fair Y SBrkr 1656
## 2 882 GasA Typical Y SBrkr 896
## 4 2110 GasA Excellent Y SBrkr 2110
## 5 928 GasA Good Y SBrkr 928
## 6 926 GasA Excellent Y SBrkr 926
## 7 1338 GasA Excellent Y SBrkr 1338
## 8 1280 GasA Excellent Y SBrkr 1280
## 9 1595 GasA Excellent Y SBrkr 1616
## 10 994 GasA Good Y SBrkr 1028
## 11 763 GasA Good Y SBrkr 763
## 12 1168 GasA Excellent Y SBrkr 1187
## 13 789 GasA Good Y SBrkr 789
## 14 1300 GasA Good Y SBrkr 1341
## 15 1488 GasA Typical Y SBrkr 1502
## 16 1650 GasA Excellent Y SBrkr 1690
## 19 864 GasA Excellent Y SBrkr 864
## 20 1542 GasA Typical Y SBrkr 2073
## 21 1844 GasA Excellent Y SBrkr 1844
## 22 1053 GasA Typical Y SBrkr 1173
## 23 814 GasA Excellent Y SBrkr 814
## 24 1004 GasA Excellent Y SBrkr 1004
## 25 1078 GasA Excellent Y SBrkr 1078
## 26 1056 GasA Excellent Y SBrkr 1056
## 27 882 GasA Typical Y SBrkr 882
## 29 1405 GasA Excellent Y SBrkr 1337
## 30 483 GasA Typical Y SBrkr 483
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## 32 525 GasA Typical Y SBrkr 525
## 33 1069 GasA Typical Y SBrkr 1069
## 34 855 GasA Typical Y SBrkr 855
## 35 836 GasA Excellent Y SBrkr 836
## 36 855 GasA Fair Y SBrkr 855
## 37 1590 GasA Excellent Y SBrkr 1627
## 38 1704 GasA Excellent Y SBrkr 1704
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## 40 1544 GasA Excellent Y SBrkr 1544
## 41 1541 GasA Excellent Y SBrkr 1541
## 42 1698 GasA Excellent Y SBrkr 1698
## 43 1822 GasA Excellent Y SBrkr 1822
## 44 1517 GasA Excellent Y SBrkr 1535
## 45 2330 GasA Excellent Y SBrkr 2364
## 46 1358 GasA Excellent Y SBrkr 1358
## 47 2846 GasA Excellent Y SBrkr 2696
## 48 1671 GasA Excellent Y SBrkr 1687
## 49 1752 GasA Excellent Y SBrkr 1752
## 50 1370 GasA Excellent Y SBrkr 1370
## 51 764 GasA Excellent Y SBrkr 764
## 52 1324 GasA Excellent Y SBrkr 1324
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## 57 847 GasA Excellent Y SBrkr 847
## 58 384 GasA Excellent Y SBrkr 774
## 59 884 GasA Excellent Y SBrkr 884
## 60 1393 GasA Excellent Y SBrkr 1422
## 61 1629 GasA Excellent Y SBrkr 1645
## 62 1720 GasA Excellent Y SBrkr 1720
## 63 1463 GasA Excellent Y SBrkr 1500
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## 65 1195 GasA Good Y SBrkr 1195
## 66 2033 GasA Excellent Y SBrkr 2053
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## 68 1218 GasA Excellent Y SBrkr 1218
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## 73 956 GasA Excellent Y SBrkr 956
## 74 831 GasA Excellent Y SBrkr 831
## 75 948 GasA Excellent Y SBrkr 1222
## 76 923 GasA Typical Y SBrkr 923
## 77 1055 GasA Excellent Y SBrkr 1055
## 78 918 GasA Typical Y SBrkr 918
## 79 744 GasA Typical Y SBrkr 752
## 81 1040 GasA Typical Y SBrkr 1097
## 82 650 GasA Typical Y SBrkr 888
## 83 816 GasA Typical N FuseA 1012
## 84 0 GasA Typical Y SBrkr 1318
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## 87 882 GasA Typical Y SBrkr 900
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## 89 1040 GasA Excellent Y SBrkr 1040
## 91 750 GasA Excellent Y SBrkr 1061
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## 93 1390 GasA Excellent Y SBrkr 1402
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## 98 600 GasA Excellent Y SBrkr 600
## 99 600 GasA Excellent Y SBrkr 600
## 100 1470 GasA Excellent Y SBrkr 1478
## 101 756 GasA Excellent Y SBrkr 769
## 102 756 GasA Excellent Y SBrkr 756
## 103 696 GasA Excellent Y SBrkr 696
## 104 530 GasA Excellent Y SBrkr 530
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## 111 1829 GasA Good Y SBrkr 1829
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## 113 1610 GasA Good Y SBrkr 1610
## 114 1224 GasA Typical Y SBrkr 1287
## 115 980 GasA Typical Y SBrkr 980
## 116 1161 GasA Typical Y SBrkr 1381
## 117 715 GasA Typical Y SBrkr 930
## 118 1232 GasA Typical Y SBrkr 1232
## 119 1328 GasA Typical Y SBrkr 1328
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## 123 533 GasA Typical Y SBrkr 1131
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## 132 1056 GasA Typical Y SBrkr 1063
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## 143 1314 GasA Typical Y SBrkr 1314
## 144 1194 GasA Typical Y SBrkr 1194
## 145 1188 GasA Fair Y SBrkr 1188
## 146 1268 GasA Typical Y SBrkr 1264
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## 149 832 GasA Typical Y FuseA 832
## 150 864 GasA Typical Y SBrkr 1064
## 151 972 GasA Typical Y SBrkr 972
## 152 988 GasA Typical Y SBrkr 988
## 153 1057 GasA Typical Y SBrkr 1057
## 154 576 GasA Good Y SBrkr 985
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## 156 1086 GasA Good Y SBrkr 1086
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## 159 1056 GasA Good Y SBrkr 1056
## 160 1063 GasA Excellent Y SBrkr 1287
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## 168 1395 GasA Typical Y SBrkr 1395
## 169 756 GasA Typical Y SBrkr 1051
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## 177 788 GasA Typical Y SBrkr 804
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## 179 827 GasA Good Y SBrkr 827
## 180 1027 GasA Excellent Y SBrkr 1027
## 181 1008 GasA Typical Y SBrkr 1060
## 183 624 GasA Good Y SBrkr 720
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## 186 346 GasA Excellent Y SBrkr 1157
## 188 912 GasA Typical Y FuseA 1236
## 189 622 GasA Good Y SBrkr 741
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## 210 1422 GasA Good Y SBrkr 1675
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## 220 1392 GasA Typical Y SBrkr 1392
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## 222 1060 GasA Excellent Y SBrkr 1060
## 223 864 GasA Excellent Y SBrkr 892
## 224 663 GasA Typical Y SBrkr 663
## 225 864 GasA Excellent Y SBrkr 864
## 226 1319 GasA Typical Y SBrkr 1373
## 227 720 GasA Excellent Y SBrkr 720
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## 235 972 GasA Typical Y FuseA 1052
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## 248 1050 GasA Excellent Y SBrkr 1062
## 249 936 GasA Excellent Y SBrkr 996
## 250 1694 GasA Excellent Y SBrkr 1694
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## 252 1226 GasA Excellent Y SBrkr 1226
## 253 1222 GasA Excellent Y SBrkr 1222
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## 256 1010 GasA Good Y SBrkr 1052
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## 259 804 GasA Excellent Y SBrkr 804
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## 270 848 GasA Excellent Y SBrkr 848
## 271 1657 GasA Excellent Y SBrkr 1668
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## 293 804 GasA Excellent Y SBrkr 1699
## 294 1528 GasA Excellent Y SBrkr 1225
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## 307 540 GasA Typical N FuseA 1044
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## 311 1243 GasA Typical Y SBrkr 1285
## 312 1560 GasA Excellent Y SBrkr 1560
## 313 1012 GasA Typical Y SBrkr 1034
## 314 1958 GasA Typical Y SBrkr 2048
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## 318 384 GasA Good Y SBrkr 744
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## 326 1344 GasA Excellent Y SBrkr 1344
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## 328 945 GasA Excellent Y SBrkr 945
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## 330 546 GasA Excellent Y SBrkr 546
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## 334 864 GasA Excellent Y SBrkr 874
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## 340 1679 GasA Excellent Y SBrkr 1803
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## 342 882 GasA Typical Y SBrkr 882
## 343 1434 GasA Typical Y SBrkr 1434
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## 345 945 GasA Excellent Y SBrkr 945
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## 347 384 GasA Good Y SBrkr 958
## 348 1746 GasA Excellent Y SBrkr 1746
## 349 384 GasA Good Y SBrkr 804
## 350 2208 GasA Excellent Y SBrkr 2522
## 351 1501 GasA Excellent Y SBrkr 1659
## 352 1418 GasA Excellent Y SBrkr 1478
## 353 1587 GasA Excellent Y SBrkr 1734
## 354 384 GasA Good Y SBrkr 751
## 355 832 GasA Good Y SBrkr 885
## 356 952 GasA Good Y SBrkr 952
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## 361 808 GasA Good Y SBrkr 808
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## 363 1158 GasA Good Y SBrkr 1167
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## 365 1424 GasA Excellent Y SBrkr 1442
## 366 1220 GasA Good Y SBrkr 1360
## 367 2216 GasA Excellent Y SBrkr 2234
## 368 2046 GasA Excellent Y SBrkr 2046
## 369 1530 GasA Excellent Y SBrkr 1530
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## 385 832 GasA Excellent Y SBrkr 832
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## 392 689 GasA Typical Y SBrkr 1378
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## 395 1026 GasA Good Y SBrkr 1026
## 396 1180 GasA Typical Y SBrkr 1180
## 397 1043 GasA Excellent Y SBrkr 1050
## 398 864 GasA Typical Y SBrkr 864
## 399 864 GasA Typical Y SBrkr 864
## 400 864 GasA Excellent Y SBrkr 864
## 401 864 GasA Good Y SBrkr 864
## 402 864 GasA Good Y SBrkr 864
## 403 483 GasA Typical Y SBrkr 483
## 404 765 GasA Typical Y SBrkr 765
## 405 630 GasA Typical Y SBrkr 630
## 406 483 GasA Typical Y SBrkr 483
## 407 483 GasA Good Y SBrkr 483
## 408 630 GasA Typical Y SBrkr 630
## 409 958 GasA Typical Y SBrkr 958
## 410 804 GasA Typical Y SBrkr 804
## 411 855 GasA Typical Y SBrkr 855
## 412 1057 GasA Typical Y SBrkr 1055
## 413 855 GasA Typical Y SBrkr 855
## 414 855 GasA Typical Y SBrkr 855
## 415 804 GasA Typical Y SBrkr 804
## 416 855 GasA Typical Y SBrkr 855
## 417 855 GasA Typical Y SBrkr 855
## 418 836 GasA Typical Y SBrkr 836
## 419 892 GasA Typical Y SBrkr 892
## 420 864 GasA Excellent Y SBrkr 1120
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## 422 1776 GasA Excellent Y SBrkr 1794
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## 426 1566 GasA Excellent Y SBrkr 1600
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## 434 1734 GasA Excellent Y SBrkr 1734
## 435 1736 GasA Excellent Y SBrkr 1736
## 436 1782 GasA Excellent Y SBrkr 1782
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## 440 1713 GasA Excellent Y SBrkr 1713
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## 444 1836 GasA Excellent Y SBrkr 1836
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## 446 1760 GasA Excellent Y SBrkr 1760
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## 449 2452 GasA Excellent Y SBrkr 2452
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## 454 1306 GasA Excellent Y SBrkr 1306
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## 461 1712 GasA Excellent Y SBrkr 1712
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## 463 1405 GasA Excellent Y SBrkr 1405
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## 478 868 GasA Excellent Y SBrkr 868
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## 481 782 GasA Excellent Y SBrkr 806
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## 484 952 GasA Excellent Y SBrkr 980
## 485 870 GasA Excellent Y SBrkr 878
## 486 992 GasA Excellent Y SBrkr 1022
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## 490 384 GasA Excellent Y SBrkr 774
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## 532 1553 GasA Excellent Y SBrkr 1553
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## 541 1114 GasA Excellent Y SBrkr 1114
## 542 1114 GasA Excellent Y SBrkr 1114
## 543 1450 GasA Excellent Y SBrkr 1450
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## 558 864 GasA Typical Y SBrkr 864
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## 561 864 GasA Excellent Y SBrkr 1144
## 562 864 GasA Good Y SBrkr 864
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## 568 612 GasA Excellent Y SBrkr 612
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## 572 756 GasA Excellent Y SBrkr 756
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## 578 392 GasA Excellent Y SBrkr 1487
## 579 1281 GasA Excellent Y SBrkr 1620
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## 582 1489 GasA Good Y SBrkr 1489
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## 584 752 GasA Typical Y SBrkr 1285
## 585 723 GasA Typical Y SBrkr 735
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## 589 1216 GasA Typical Y SBrkr 1216
## 590 908 GasA Excellent Y SBrkr 1316
## 591 1350 GasA Typical Y SBrkr 1334
## 592 1650 GasA Excellent Y SBrkr 1680
## 593 810 GasA Excellent Y SBrkr 810
## 594 864 GasA Typical Y SBrkr 864
## 595 1568 GasA Typical Y SBrkr 1568
## 596 925 GasA Excellent Y SBrkr 925
## 597 1165 GasA Good Y SBrkr 1165
## 598 1232 GasA Fair Y SBrkr 1320
## 599 1372 GasA Typical Y SBrkr 1342
## 600 894 GasA Good Y SBrkr 894
## 601 864 GasA Excellent Y SBrkr 864
## 603 1040 GasA Typical Y SBrkr 1362
## 604 1048 GasA Fair Y SBrkr 1728
## 605 1584 GasA Typical Y SBrkr 1776
## 606 1516 GasA Typical Y SBrkr 1516
## 607 1313 GasA Typical Y SBrkr 1313
## 608 1292 GasA Typical Y SBrkr 1292
## 609 1154 GasA Excellent Y SBrkr 1154
## 610 744 GasA Typical Y SBrkr 825
## 611 1127 GasA Typical Y SBrkr 1445
## 612 1041 GasA Excellent Y SBrkr 1041
## 613 1208 GasA Excellent Y SBrkr 1576
## 614 960 GasA Good Y SBrkr 960
## 615 420 GasA Good Y SBrkr 708
## 616 709 GasA Typical Y SBrkr 979
## 617 1505 GasA Excellent Y SBrkr 1505
## 619 1416 GasA Typical Y SBrkr 1644
## 620 1050 GasA Good Y SBrkr 1050
## 621 856 GasA Excellent Y SBrkr 1112
## 622 1113 GasA Good Y SBrkr 1113
## 623 1584 GasA Typical Y SBrkr 1584
## 624 1453 GasA Excellent Y SBrkr 1453
## 625 1394 GasA Good Y SBrkr 1394
## 626 1562 GasA Good Y SBrkr 1567
## 627 768 GasA Typical Y SBrkr 1186
## 628 896 GasA Typical Y SBrkr 1182
## 630 715 GasA Good Y SBrkr 1281
## 631 1169 GasA Typical Y SBrkr 1144
## 632 1478 GasA Good Y SBrkr 1478
## 633 1329 GasA Good Y SBrkr 1329
## 634 988 GasA Typical Y SBrkr 988
## 635 1240 GasA Good Y SBrkr 1632
## 636 1215 GasA Typical Y FuseA 1215
## 637 1202 GasA Typical Y SBrkr 1202
## 638 1382 GasA Good Y FuseA 1382
## 639 1200 GasA Typical Y SBrkr 1200
## 640 1362 GasA Typical Y SBrkr 1382
## 641 1297 GasA Good Y SBrkr 1297
## 642 1866 GasA Excellent Y SBrkr 1866
## 643 1062 GasA Good Y SBrkr 1062
## 644 608 GasA Typical Y SBrkr 1319
## 645 631 GasA Typical Y FuseA 1112
## 646 1005 GasA Typical Y SBrkr 1005
## 647 1008 GasA Excellent Y SBrkr 1363
## 648 793 GasA Typical Y SBrkr 793
## 649 1031 GasA Good Y SBrkr 1031
## 650 0 GasA Typical Y FuseA 1210
## 652 699 GasA Excellent Y FuseA 801
## 653 1200 GasA Typical Y SBrkr 1200
## 654 972 GasA Excellent Y SBrkr 972
## 655 792 GasA Good Y FuseA 792
## 656 660 GasA Excellent Y SBrkr 808
## 657 676 GasA Excellent Y SBrkr 676
## 658 405 GasA Good Y SBrkr 717
## 659 768 GasA Excellent Y SBrkr 792
## 660 1054 GasA Excellent Y SBrkr 1078
## 661 1313 GasA Typical Y SBrkr 1313
## 662 560 GasA Excellent Y SBrkr 930
## 663 416 GasA Good N FuseA 599
## 665 720 GasA Typical N SBrkr 846
## 666 630 GasA Typical Y FuseA 725
## 667 1248 GasA Typical Y SBrkr 1248
## 668 1380 GasA Fair Y SBrkr 1380
## 669 1040 GasA Good Y SBrkr 1040
## 670 1248 GasA Typical Y SBrkr 1338
## 671 951 GasA Good Y SBrkr 951
## 672 1105 GasA Good Y FuseA 1105
## 673 992 GasA Typical Y SBrkr 1306
## 674 1478 GasA Excellent Y FuseA 1478
## 675 160 GasA Fair Y SBrkr 1142
## 678 795 GasA Good N SBrkr 765
## 680 1208 GasA Good Y FuseA 1136
## 681 1041 GasA Good Y SBrkr 1041
## 682 1029 GasA Typical Y SBrkr 1339
## 683 732 GasA Typical Y SBrkr 732
## 684 528 GasA Typical Y SBrkr 1183
## 685 1148 GasA Typical Y SBrkr 1148
## 686 832 GasA Typical Y FuseF 832
## 687 864 GasA Typical Y SBrkr 1064
## 688 780 GasA Typical Y SBrkr 993
## 689 941 GasA Good Y SBrkr 941
## 690 1045 GasA Typical Y SBrkr 1045
## 691 894 GasA Good N SBrkr 894
## 692 818 GasA Typical Y SBrkr 818
## 693 440 GasA Good Y SBrkr 682
## 694 901 GasA Good Y SBrkr 861
## 695 972 GasA Good N FuseA 972
## 696 676 GasA Excellent Y SBrkr 676
## 697 240 GasA Typical Y SBrkr 810
## 698 504 GasA Excellent Y SBrkr 764
## 699 690 GasA Typical Y FuseA 868
## 700 994 GasA Typical N SBrkr 1378
## 702 960 GasA Good Y SBrkr 960
## 703 651 GasA Good Y SBrkr 707
## 704 801 GasA Good N SBrkr 801
## 705 936 GasA Typical N SBrkr 936
## 706 768 GasA Typical Y FuseA 768
## 707 811 GasA Typical Y FuseA 811
## 709 0 GasA Fair N FuseA 612
## 711 190 GasA Good Y FuseA 886
## 712 624 GasA Typical Y SBrkr 792
## 713 736 GasA Good Y SBrkr 736
## 714 677 GasA Typical Y SBrkr 833
## 715 720 GasA Typical Y SBrkr 720
## 717 1240 GasW Typical N SBrkr 1320
## 718 917 GasA Good Y FuseA 1090
## 719 624 GasA Excellent Y SBrkr 664
## 720 916 GasA Good Y SBrkr 916
## 721 624 GasA Excellent Y SBrkr 816
## 722 650 GasA Excellent Y SBrkr 832
## 724 1088 GasA Typical Y SBrkr 1188
## 726 741 GasA Excellent Y SBrkr 780
## 727 720 GasA Typical N FuseA 720
## 728 245 GasA Typical N SBrkr 797
## 729 1324 GasA Excellent Y SBrkr 1072
## 730 1022 GasA Typical N FuseA 1432
## 731 952 GasW Good N SBrkr 952
## 732 297 GasA Excellent Y SBrkr 1001
## 734 672 GasA Typical Y SBrkr 757
## 735 698 GasA Typical Y SBrkr 786
## 736 884 GasA Excellent Y SBrkr 884
## 737 780 GasA Excellent Y FuseF 825
## 738 468 GasA Good Y SBrkr 822
## 739 884 GasA Good Y SBrkr 904
## 740 1145 GasA Typical Y SBrkr 1301
## 741 927 GasA Typical Y SBrkr 1067
## 742 884 GasA Excellent Y SBrkr 989
## 744 715 GasA Typical Y FuseA 875
## 745 960 GasA Good Y SBrkr 995
## 746 952 GasA Typical Y FuseA 994
## 747 1072 GasA Typical Y SBrkr 1072
## 748 844 GasA Good N FuseA 1445
## 749 728 GasA Typical N SBrkr 1136
## 750 1048 GasA Good Y FuseA 1048
## 751 910 GasA Excellent Y SBrkr 916
## 752 672 GasA Fair Y SBrkr 1272
## 755 720 GasA Fair Y SBrkr 1146
## 756 780 GasA Typical Y FuseA 848
## 757 483 GasA Excellent Y SBrkr 741
## 758 1020 GasA Typical N FuseF 978
## 759 1204 GasA Typical Y FuseA 1204
## 760 858 GasA Typical Y SBrkr 892
## 761 698 GasA Excellent Y FuseF 754
## 762 560 GasA Excellent Y FuseA 704
## 763 1200 GasA Typical Y SBrkr 1200
## 764 1200 GasA Typical Y SBrkr 1200
## 765 1152 GasA Typical Y SBrkr 1152
## 767 672 GasA Typical N SBrkr 697
## 769 520 GasA Excellent Y SBrkr 1464
## 770 1121 GasA Typical Y SBrkr 1121
## 771 918 GasA Good Y SBrkr 918
## 772 1052 GasA Typical Y SBrkr 1052
## 773 864 GasA Excellent Y SBrkr 899
## 774 456 GasA Typical Y SBrkr 1034
## 775 858 GasA Typical Y SBrkr 858
## 776 840 GasA Typical Y SBrkr 860
## 777 1092 GasA Typical Y SBrkr 1092
## 778 552 GasA Typical Y SBrkr 904
## 779 1138 GasA Excellent Y SBrkr 1138
## 780 825 GasA Excellent Y SBrkr 2071
## 782 1104 GasA Excellent Y FuseA 1104
## 783 1437 GasA Excellent Y SBrkr 1473
## 784 1134 GasA Excellent Y FuseA 1229
## 785 861 GasA Excellent Y SBrkr 861
## 786 1617 GasA Excellent Y FuseA 1867
## 787 0 GasA Excellent Y FuseA 1733
## 788 0 GasA Typical Y SBrkr 1383
## 789 1436 GasA Fair Y SBrkr 1689
## 790 1073 GasA Typical Y FuseA 1073
## 792 747 GasA Excellent Y SBrkr 892
## 793 672 GasA Typical Y SBrkr 672
## 794 1089 GasW Typical Y SBrkr 1089
## 795 0 GasA Excellent N SBrkr 845
## 796 1049 GasA Typical Y SBrkr 1049
## 797 768 GasA Good Y SBrkr 1148
## 798 560 GasA Typical Y SBrkr 698
## 800 1054 GasA Good Y SBrkr 1061
## 801 520 GasA Good Y SBrkr 1338
## 802 1496 GasA Excellent Y SBrkr 1496
## 803 2158 GasA Good Y SBrkr 2196
## 804 740 GasA Excellent Y SBrkr 1006
## 805 1079 GasA Excellent Y SBrkr 1079
## 806 1128 GasA Excellent Y SBrkr 1142
## 807 0 GasA Excellent Y SBrkr 1288
## 808 0 GasA Typical Y SBrkr 1535
## 809 1086 GasA Typical Y SBrkr 1224
## 810 0 GasA Typical Y SBrkr 1114
## 811 0 GasA Typical Y SBrkr 1535
## 812 0 GasA Typical Y SBrkr 1535
## 813 0 GasA Typical Y SBrkr 1120
## 814 1094 GasA Typical Y SBrkr 1229
## 815 0 GasA Typical Y SBrkr 1513
## 816 1168 GasA Excellent Y SBrkr 1168
## 817 1168 GasA Excellent Y SBrkr 1168
## 818 1168 GasA Excellent Y SBrkr 1168
## 819 1555 GasA Excellent Y SBrkr 1680
## 820 1705 GasA Excellent Y SBrkr 1718
## 821 1622 GasA Excellent Y SBrkr 1630
## 822 1720 GasA Excellent Y SBrkr 1720
## 823 1468 GasA Excellent Y SBrkr 1468
## 824 866 GasA Excellent Y SBrkr 866
## 825 1838 GasA Excellent Y SBrkr 1838
## 826 1800 GasA Excellent Y SBrkr 1800
## 827 1604 GasA Excellent Y SBrkr 1604
## 828 1282 GasA Excellent Y SBrkr 1290
## 829 1254 GasA Excellent Y SBrkr 1254
## 830 1232 GasA Excellent Y SBrkr 1232
## 831 1498 GasA Excellent Y SBrkr 1498
## 832 704 GasA Excellent Y SBrkr 704
## 833 1518 GasA Good Y SBrkr 1644
## 834 1449 GasA Good Y SBrkr 944
## 835 1013 GasA Typical Y SBrkr 1160
## 836 1040 GasA Good Y SBrkr 1040
## 837 990 GasA Excellent Y SBrkr 990
## 838 928 GasA Excellent Y SBrkr 928
## 840 1463 GasA Excellent Y SBrkr 1463
## 841 1097 GasA Excellent Y SBrkr 1097
## 842 990 GasA Excellent Y SBrkr 990
## 843 866 GasA Excellent Y SBrkr 866
## 844 1490 GasA Excellent Y SBrkr 1501
## 845 1431 GasA Excellent Y SBrkr 1431
## 846 928 GasA Excellent Y SBrkr 928
## 847 831 GasA Excellent Y SBrkr 831
## 848 1573 GasA Excellent Y SBrkr 1573
## 849 944 GasA Excellent Y SBrkr 944
## 850 1413 GasA Excellent Y SBrkr 1430
## 851 1431 GasA Excellent Y SBrkr 1444
## 852 1492 GasA Excellent Y SBrkr 1492
## 853 1040 GasA Typical Y SBrkr 1040
## 854 907 GasA Typical Y SBrkr 907
## 855 914 GasA Typical Y SBrkr 914
## 856 1040 GasA Typical Y SBrkr 1040
## 857 864 GasA Excellent Y SBrkr 864
## 858 1268 GasA Typical Y SBrkr 1268
## 859 864 GasA Excellent Y SBrkr 864
## 860 894 GasA Typical Y SBrkr 894
## 861 768 GasA Good Y SBrkr 768
## 862 768 GasA Typical Y SBrkr 768
## 863 1569 GasA Excellent Y SBrkr 1611
## 864 1068 GasA Excellent Y SBrkr 1068
## 865 1753 GasA Excellent Y SBrkr 1788
## 866 1299 GasA Excellent Y SBrkr 1299
## 867 1440 GasA Excellent Y SBrkr 1476
## 868 840 GasA Excellent Y SBrkr 840
## 869 944 GasA Excellent Y SBrkr 944
## 870 1462 GasA Excellent Y SBrkr 1513
## 871 1504 GasA Excellent Y SBrkr 1504
## 872 1822 GasA Excellent Y SBrkr 1828
## 873 1417 GasA Excellent Y SBrkr 1417
## 874 1057 GasA Excellent Y SBrkr 1057
## 875 880 GasA Excellent Y SBrkr 909
## 876 1212 GasA Excellent Y SBrkr 1212
## 877 1630 GasA Excellent Y SBrkr 1630
## 878 848 GasA Excellent Y SBrkr 848
## 879 848 GasA Excellent Y SBrkr 848
## 880 1578 GasA Excellent Y SBrkr 1602
## 881 864 GasA Excellent Y SBrkr 864
## 882 1500 GasA Excellent Y SBrkr 1500
## 883 738 GasA Excellent Y SBrkr 738
## 884 608 GasA Excellent Y SBrkr 608
## 885 0 GasA Excellent Y SBrkr 1126
## 886 1486 GasA Excellent Y SBrkr 1486
## 887 816 GasA Excellent Y SBrkr 816
## 888 0 GasA Excellent Y SBrkr 495
## 889 690 GasA Typical Y SBrkr 698
## 890 1014 GasA Typical Y SBrkr 1149
## 891 1041 GasA Excellent Y SBrkr 1125
## 892 1698 GasA Excellent Y SBrkr 1698
## 894 698 GasA Excellent Y SBrkr 698
## 895 876 GasA Typical Y FuseA 876
## 896 1078 GasA Typical Y FuseA 1368
## 898 864 GasA Excellent Y SBrkr 864
## 900 1678 GasA Typical Y SBrkr 1678
## 901 1150 GasA Excellent Y SBrkr 1560
## 902 672 GasA Excellent Y FuseA 960
## 904 720 GasA Excellent Y SBrkr 854
## 905 984 GasA Excellent Y SBrkr 984
## 906 832 GasA Typical Y SBrkr 832
## 907 793 GasA Excellent Y SBrkr 848
## 908 290 GasA Typical N FuseF 438
## 909 778 GasA Typical Y SBrkr 944
## 911 583 GasA Good Y FuseF 647
## 912 1122 GasA Typical Y SBrkr 1328
## 913 816 GasA Excellent Y SBrkr 1232
## 914 976 GasA Excellent Y SBrkr 1160
## 915 560 GasA Excellent Y SBrkr 575
## 917 861 GasA Good Y SBrkr 877
## 918 600 GasA Excellent Y SBrkr 628
## 919 1276 GasA Excellent Y SBrkr 1276
## 920 840 GasA Excellent Y SBrkr 840
## 921 771 GasA Fair Y SBrkr 753
## 922 728 GasA Excellent Y SBrkr 976
## 923 1273 GasA Excellent Y SBrkr 1273
## 924 876 GasA Excellent Y SBrkr 964
## 925 731 GasA Excellent Y SBrkr 820
## 926 920 GasA Excellent Y SBrkr 1240
## 927 1112 GasA Excellent Y SBrkr 1112
## 928 704 GasA Excellent Y SBrkr 860
## 929 1561 GasA Typical Y SBrkr 1561
## 931 1092 GasA Excellent Y SBrkr 1152
## 932 1310 GasA Excellent Y SBrkr 1906
## 933 516 GasA Typical Y SBrkr 516
## 934 561 GasA Typical Y SBrkr 561
## 935 561 GasA Typical Y SBrkr 561
## 936 561 GasA Typical Y SBrkr 561
## 937 572 GasA Good Y SBrkr 1182
## 938 1803 GasA Typical Y SBrkr 2365
## 939 880 GasA Excellent Y SBrkr 1680
## 940 672 GasA Good Y FuseA 672
## 941 760 GasA Excellent N SBrkr 928
## 942 596 GasA Typical N SBrkr 596
## 945 1596 GasA Excellent Y SBrkr 1648
## 947 1107 GasA Excellent Y SBrkr 1040
## 948 1434 GasA Excellent Y SBrkr 1518
## 949 1710 GasA Excellent Y SBrkr 1710
## 950 804 GasA Excellent Y SBrkr 804
## 951 902 GasA Excellent Y SBrkr 926
## 952 957 GasA Typical Y SBrkr 1287
## 953 0 GasA Typical Y SBrkr 1302
## 954 1188 GasA Excellent Y SBrkr 1217
## 955 1582 GasA Typical Y SBrkr 1595
## 957 2136 GasW Typical Y SBrkr 2036
## 958 1620 GasA Excellent Y SBrkr 1620
## 959 846 GasA Good Y SBrkr 846
## 960 2190 GasA Excellent Y SBrkr 2036
## 961 1641 GasA Excellent Y SBrkr 1641
## 962 1466 GasA Excellent Y SBrkr 1466
## 963 1392 GasA Typical Y SBrkr 1412
## 964 712 GasA Excellent Y SBrkr 1375
## 965 1645 GasA Excellent Y SBrkr 1479
## 966 1267 GasA Excellent Y SBrkr 1296
## 967 912 GasA Excellent Y SBrkr 1072
## 968 1838 GasA Excellent Y SBrkr 1838
## 969 1978 GasA Excellent Y SBrkr 1978
## 970 1008 GasA Good Y SBrkr 1008
## 971 0 GasA Typical Y SBrkr 1771
## 972 1204 GasA Excellent Y SBrkr 1204
## 973 1224 GasA Excellent Y SBrkr 1224
## 974 462 GasA Typical Y SBrkr 526
## 975 864 GasA Typical Y SBrkr 874
## 976 630 GasA Typical Y SBrkr 630
## 977 1188 GasA Excellent Y SBrkr 1404
## 978 630 GasA Typical Y SBrkr 630
## 979 546 GasA Typical Y SBrkr 798
## 980 546 GasA Typical Y SBrkr 546
## 981 796 GasA Good Y SBrkr 796
## 982 384 GasA Excellent Y SBrkr 1091
## 983 1097 GasA Excellent Y SBrkr 1110
## 984 833 GasA Excellent Y SBrkr 833
## 985 828 GasA Typical Y SBrkr 883
## 987 624 GasA Typical Y SBrkr 624
## 988 1567 GasA Typical Y SBrkr 1567
## 989 784 GasA Excellent Y SBrkr 784
## 990 1184 GasA Excellent Y SBrkr 1414
## 991 1205 GasA Excellent Y SBrkr 2117
## 992 952 GasA Typical Y SBrkr 1092
## 993 926 GasA Excellent Y SBrkr 926
## 994 680 GasA Good Y SBrkr 680
## 995 926 GasA Excellent Y SBrkr 926
## 996 943 GasA Good Y SBrkr 943
## 997 916 GasA Good Y SBrkr 916
## 998 1348 GasA Good Y SBrkr 1384
## 999 729 GasA Excellent Y SBrkr 729
## 1000 1593 GasA Excellent Y SBrkr 1593
## 1001 1664 GasA Excellent Y SBrkr 1682
## 1002 1337 GasA Good Y SBrkr 1337
## 1003 1280 GasA Excellent Y SBrkr 1280
## 1004 926 GasA Excellent Y SBrkr 926
## 1005 932 GasA Good Y SBrkr 932
## 1006 773 GasA Good Y SBrkr 773
## 1007 712 GasA Excellent Y SBrkr 1086
## 1008 836 GasA Good Y SBrkr 851
## 1009 1228 GasA Good Y SBrkr 1228
## 1010 1337 GasA Good Y SBrkr 1337
## 1011 1168 GasA Excellent Y SBrkr 1168
## 1012 1122 GasA Excellent Y SBrkr 1134
## 1013 1884 GasA Excellent Y SBrkr 1884
## 1016 1488 GasA Good Y SBrkr 1488
## 1017 791 GasA Good Y SBrkr 1236
## 1018 1675 GasA Excellent Y SBrkr 1688
## 1019 1422 GasA Typical Y SBrkr 1422
## 1020 1260 GasA Typical Y SBrkr 1260
## 1021 2048 GasA Typical Y SBrkr 2064
## 1022 1782 GasA Typical Y SBrkr 1782
## 1023 1330 GasA Typical Y SBrkr 1542
## 1024 1211 GasA Typical Y SBrkr 1211
## 1025 1126 GasA Typical Y SBrkr 1126
## 1026 738 GasA Typical Y SBrkr 1277
## 1027 720 GasA Good Y SBrkr 720
## 1029 1193 GasA Typical Y SBrkr 1523
## 1030 1444 GasA Typical Y SBrkr 1444
## 1031 803 GasA Typical Y SBrkr 1098
## 1032 1176 GasA Good Y SBrkr 1178
## 1033 1236 GasA Excellent Y SBrkr 1236
## 1034 896 GasA Typical Y SBrkr 896
## 1035 1054 GasA Good Y SBrkr 1054
## 1036 936 GasA Typical Y SBrkr 936
## 1037 864 GasA Typical Y SBrkr 864
## 1038 864 GasA Typical Y SBrkr 864
## 1039 1405 GasA Excellent Y SBrkr 1337
## 1040 483 GasA Typical Y SBrkr 483
## 1041 483 GasA Typical Y SBrkr 483
## 1042 483 GasA Good Y SBrkr 483
## 1043 483 GasA Typical Y SBrkr 483
## 1044 483 GasA Typical Y SBrkr 483
## 1045 483 GasA Typical Y SBrkr 483
## 1046 630 GasA Typical Y SBrkr 630
## 1047 1069 GasA Typical Y SBrkr 1069
## 1048 855 GasA Good Y SBrkr 855
## 1049 1055 GasA Fair Y SBrkr 1055
## 1050 864 GasA Typical Y SBrkr 892
## 1051 1932 GasA Excellent Y SBrkr 1932
## 1052 1682 GasA Excellent Y SBrkr 1742
## 1054 1452 GasA Excellent Y SBrkr 1476
## 1055 1582 GasA Excellent Y SBrkr 1582
## 1056 1710 GasA Excellent Y SBrkr 1710
## 1057 2418 GasA Excellent Y SBrkr 2464
## 1058 1950 GasA Excellent Y SBrkr 1950
## 1059 1850 GasA Excellent Y SBrkr 1850
## 1060 1620 GasA Excellent Y SBrkr 1632
## 1061 1414 GasA Excellent Y SBrkr 1414
## 1062 948 GasA Excellent Y SBrkr 948
## 1063 1148 GasA Excellent Y SBrkr 1170
## 1065 1572 GasA Excellent Y SBrkr 1572
## 1066 998 GasA Excellent Y SBrkr 1006
## 1067 1603 GasA Excellent Y SBrkr 1575
## 1068 1479 GasA Excellent Y SBrkr 1515
## 1069 1765 GasA Excellent Y SBrkr 1804
## 1070 1858 GasA Excellent Y SBrkr 1866
## 1071 1702 GasA Excellent Y SBrkr 1702
## 1072 1367 GasA Excellent Y SBrkr 1367
## 1073 1518 GasA Excellent Y SBrkr 1518
## 1074 1684 GasA Excellent Y SBrkr 1684
## 1075 1800 GasA Excellent Y SBrkr 1800
## 1076 1342 GasA Excellent Y SBrkr 1342
## 1077 1342 GasA Excellent Y SBrkr 1342
## 1078 764 GasA Excellent Y SBrkr 764
## 1079 764 GasA Excellent Y SBrkr 764
## 1080 1358 GasA Excellent Y SBrkr 1358
## 1081 1415 GasA Excellent Y SBrkr 1455
## 1082 1393 GasA Excellent Y SBrkr 1576
## 1083 1346 GasA Excellent Y SBrkr 1504
## 1084 1266 GasA Excellent Y SBrkr 1266
## 1085 1146 GasA Excellent Y SBrkr 1246
## 1086 789 GasA Excellent Y SBrkr 813
## 1087 839 GasA Excellent Y SBrkr 864
## 1088 856 GasA Excellent Y SBrkr 1166
## 1089 728 GasA Excellent Y SBrkr 728
## 1090 840 GasA Excellent Y SBrkr 840
## 1091 847 GasA Excellent Y SBrkr 847
## 1092 1350 GasA Excellent Y SBrkr 1358
## 1093 936 GasA Excellent Y SBrkr 962
## 1094 982 GasA Excellent Y SBrkr 1008
## 1095 788 GasA Excellent Y SBrkr 788
## 1096 707 GasA Excellent Y SBrkr 707
## 1097 1037 GasA Excellent Y SBrkr 1037
## 1098 831 GasA Excellent Y SBrkr 873
## 1099 1173 GasA Excellent Y SBrkr 1182
## 1100 1470 GasA Good Y SBrkr 1470
## 1101 1145 GasA Excellent Y SBrkr 1145
## 1102 1519 GasA Excellent Y SBrkr 1533
## 1103 1982 GasA Excellent Y SBrkr 2006
## 1104 1064 GasA Excellent Y SBrkr 1064
## 1105 1242 GasA Excellent Y SBrkr 1251
## 1106 2109 GasA Excellent Y SBrkr 2113
## 1107 1311 GasA Excellent Y SBrkr 1325
## 1109 1223 GasA Excellent Y SBrkr 1223
## 1110 1986 GasA Excellent Y SBrkr 1987
## 1111 1580 GasA Excellent Y SBrkr 1580
## 1112 894 GasA Excellent Y SBrkr 894
## 1113 1574 GasA Excellent Y SBrkr 1574
## 1114 1578 GasA Good Y SBrkr 1578
## 1115 1498 GasA Excellent Y SBrkr 1506
## 1116 1563 GasA Excellent Y SBrkr 1563
## 1117 1417 GasA Excellent Y SBrkr 1428
## 1118 1341 GasA Excellent Y SBrkr 1341
## 1119 955 GasA Excellent Y SBrkr 955
## 1120 1460 GasA Excellent Y SBrkr 1460
## 1121 1363 GasA Excellent Y SBrkr 1372
## 1122 1372 GasA Excellent Y SBrkr 1372
## 1123 1428 GasA Excellent Y SBrkr 1428
## 1124 866 GasA Good Y SBrkr 866
## 1125 1053 GasA Excellent Y SBrkr 1053
## 1126 1026 GasA Excellent Y SBrkr 1026
## 1127 1034 GasA Excellent Y SBrkr 1050
## 1128 813 GasA Excellent Y SBrkr 822
## 1129 1660 GasA Excellent Y SBrkr 1660
## 1130 1218 GasA Excellent Y SBrkr 1218
## 1131 864 GasA Excellent Y SBrkr 864
## 1132 1080 GasA Excellent Y SBrkr 1080
## 1133 835 GasA Excellent Y SBrkr 835
## 1134 835 GasA Excellent Y SBrkr 835
## 1135 1175 GasA Excellent Y SBrkr 1175
## 1136 1114 GasA Excellent Y SBrkr 1114
## 1137 1114 GasA Excellent Y SBrkr 1114
## 1138 798 GasA Excellent Y SBrkr 798
## 1139 1162 GasA Excellent Y SBrkr 1162
## 1140 754 GasA Excellent Y SBrkr 754
## 1141 886 GasA Excellent Y SBrkr 886
## 1142 1408 GasA Excellent Y SBrkr 1679
## 1143 832 GasA Excellent Y SBrkr 832
## 1144 827 GasA Excellent Y SBrkr 827
## 1145 836 GasA Good Y SBrkr 844
## 1146 1278 GasA Good Y SBrkr 1294
## 1148 1604 GasA Excellent Y SBrkr 1617
## 1149 1199 GasA Excellent Y SBrkr 1199
## 1150 984 GasA Typical Y SBrkr 984
## 1151 912 GasA Typical Y SBrkr 912
## 1152 864 GasA Excellent Y SBrkr 864
## 1153 890 GasA Good N SBrkr 890
## 1154 864 GasA Typical Y SBrkr 864
## 1155 912 GasA Good Y SBrkr 912
## 1156 1430 GasA Typical Y SBrkr 1430
## 1157 1001 GasA Typical Y SBrkr 1001
## 1158 930 GasA Excellent Y SBrkr 1364
## 1159 1848 GasA Excellent Y SBrkr 1827
## 1160 1391 GasA Excellent Y SBrkr 1391
## 1161 625 GasA Excellent Y SBrkr 625
## 1162 1235 GasA Excellent Y SBrkr 1245
## 1163 600 GasA Excellent Y SBrkr 600
## 1164 689 GasA Excellent Y SBrkr 703
## 1165 689 GasA Excellent Y SBrkr 703
## 1166 744 GasA Good Y SBrkr 757
## 1167 744 GasA Good Y SBrkr 757
## 1168 1614 GasA Excellent Y SBrkr 1638
## 1169 1310 GasA Excellent Y SBrkr 1310
## 1170 1419 GasA Excellent Y SBrkr 1419
## 1171 1557 GasA Excellent Y SBrkr 1557
## 1172 1698 GasA Excellent Y SBrkr 1709
## 1173 600 GasA Excellent Y SBrkr 624
## 1174 672 GasA Excellent Y SBrkr 684
## 1175 858 GasA Excellent Y SBrkr 872
## 1176 960 GasA Excellent Y SBrkr 962
## 1177 960 GasA Excellent Y SBrkr 962
## 1178 970 GasA Excellent Y SBrkr 1469
## 1179 1260 GasA Excellent Y SBrkr 1288
## 1180 1230 GasA Excellent Y SBrkr 1239
## 1182 1232 GasA Typical Y SBrkr 1232
## 1183 994 GasA Typical Y SBrkr 1599
## 1185 952 GasA Excellent Y SBrkr 952
## 1186 1304 GasA Good Y SBrkr 1682
## 1187 1427 GasA Good Y SBrkr 1427
## 1188 1740 GasA Fair Y SBrkr 1740
## 1189 1258 GasA Excellent Y SBrkr 1258
## 1190 1620 GasA Excellent Y SBrkr 1620
## 1191 1625 GasA Excellent Y SBrkr 1625
## 1192 1522 GasA Typical Y SBrkr 1548
## 1193 732 GasA Excellent Y SBrkr 732
## 1194 912 GasA Excellent Y SBrkr 912
## 1195 912 GasA Excellent Y SBrkr 925
## 1196 1728 GasA Typical Y SBrkr 1728
## 1197 1728 GasA Typical Y SBrkr 1728
## 1198 1656 GasA Typical Y SBrkr 1656
## 1199 825 GasA Typical Y SBrkr 845
## 1200 1142 GasA Excellent Y SBrkr 1175
## 1201 901 GasA Typical Y SBrkr 943
## 1202 800 GasA Good Y SBrkr 800
## 1203 944 GasA Good Y SBrkr 999
## 1204 832 GasA Good Y SBrkr 1098
## 1205 0 GasA Typical Y SBrkr 1014
## 1206 907 GasA Excellent Y SBrkr 907
## 1207 952 GasA Excellent Y FuseA 952
## 1208 1120 GasA Good Y SBrkr 1128
## 1209 1425 GasA Good Y SBrkr 1425
## 1210 1127 GasA Typical Y SBrkr 1165
## 1211 1136 GasA Typical Y SBrkr 1136
## 1212 1092 GasA Excellent Y SBrkr 1092
## 1213 1219 GasA Good Y SBrkr 1265
## 1215 1114 GasA Typical Y SBrkr 1114
## 1216 1053 GasA Excellent Y SBrkr 1053
## 1217 1252 GasA Excellent Y SBrkr 1252
## 1218 1100 GasA Typical Y SBrkr 1100
## 1219 1118 GasA Excellent Y SBrkr 1118
## 1223 348 GasA Typical Y SBrkr 453
## 1224 1296 GasA Typical Y SBrkr 1496
## 1225 1032 GasA Typical Y FuseA 1032
## 1226 572 GasA Good Y SBrkr 1337
## 1227 992 GasA Good Y SBrkr 1661
## 1228 1036 GasA Excellent Y SBrkr 1036
## 1229 864 GasA Typical Y SBrkr 902
## 1230 1362 GasA Typical Y SBrkr 1362
## 1231 1144 GasA Good Y SBrkr 1144
## 1232 1319 GasA Typical Y SBrkr 1537
## 1233 1099 GasA Good Y SBrkr 1431
## 1234 1104 GasA Excellent Y SBrkr 1104
## 1235 1098 GasA Typical Y SBrkr 1098
## 1236 1144 GasA Typical Y SBrkr 1144
## 1237 931 GasA Typical Y SBrkr 1283
## 1238 1176 GasA Typical Y SBrkr 1176
## 1239 1248 GasA Typical Y SBrkr 1440
## 1240 1261 GasA Excellent Y SBrkr 1261
## 1241 1395 GasA Excellent Y SBrkr 1570
## 1242 1196 GasA Good Y FuseA 1196
## 1243 1392 GasA Typical Y FuseA 1392
## 1244 1080 GasA Good Y SBrkr 1080
## 1245 1104 GasA Good Y SBrkr 1104
## 1246 720 GasA Excellent Y FuseA 882
## 1247 1152 GasA Typical Y SBrkr 1152
## 1248 984 GasW Typical N SBrkr 950
## 1249 998 GasA Typical Y SBrkr 1790
## 1250 952 GasA Typical Y SBrkr 952
## 1251 773 GasA Good Y SBrkr 773
## 1253 832 GasA Typical Y SBrkr 832
## 1254 1824 GasA Fair Y FuseA 1824
## 1255 0 GasA Typical N SBrkr 869
## 1256 747 GasA Typical Y SBrkr 747
## 1257 913 GasA Typical Y FuseA 1048
## 1258 672 GasA Good Y SBrkr 672
## 1259 892 GasA Excellent Y SBrkr 1254
## 1260 0 GasA Typical N FuseA 694
## 1261 858 GasA Excellent Y SBrkr 858
## 1262 912 GasA Typical Y SBrkr 1044
## 1264 1253 GasA Typical Y SBrkr 1253
## 1265 1081 GasA Typical Y SBrkr 1081
## 1266 585 GasA Excellent Y SBrkr 2069
## 1267 105 GasA Good Y SBrkr 910
## 1268 876 GasA Typical Y SBrkr 876
## 1269 0 GasA Good Y SBrkr 1048
## 1270 1075 GasA Good Y SBrkr 1507
## 1271 1256 GasA Good Y FuseA 1256
## 1272 1027 GasA Typical Y SBrkr 1027
## 1273 1269 GasA Typical Y FuseA 1269
## 1274 768 GasA Excellent Y SBrkr 819
## 1275 936 GasA Typical Y FuseA 984
## 1276 832 GasA Good Y SBrkr 832
## 1277 854 GasA Fair Y FuseA 854
## 1278 1800 GasA Typical N SBrkr 1800
## 1279 768 GasA Good Y SBrkr 1024
## 1280 825 GasA Typical Y FuseA 825
## 1281 780 GasA Typical Y SBrkr 983
## 1282 780 GasA Typical Y SBrkr 798
## 1283 1117 GasA Excellent Y SBrkr 1117
## 1284 192 GasA Good N SBrkr 1133
## 1286 650 GasA Good Y SBrkr 958
## 1287 780 GasA Excellent Y SBrkr 948
## 1288 680 GasA Fair N SBrkr 680
## 1289 1510 GasW Excellent Y SBrkr 1584
## 1290 672 GasA Typical Y SBrkr 672
## 1291 728 GasA Good Y SBrkr 728
## 1292 828 GasA Good Y FuseA 828
## 1293 1362 GasA Excellent Y SBrkr 1362
## 1294 801 GasA Good Y FuseA 1095
## 1295 936 GasA Good N FuseA 960
## 1296 931 GasA Typical Y SBrkr 1027
## 1298 481 GasA Typical N FuseA 899
## 1299 684 GasA Good Y SBrkr 684
## 1300 789 GasA Excellent Y SBrkr 789
## 1301 924 GasA Excellent Y SBrkr 1122
## 1302 904 GasA Excellent Y FuseA 904
## 1303 407 GasA Typical N FuseA 407
## 1304 928 GasA Good Y FuseA 928
## 1305 901 GasA Excellent Y SBrkr 901
## 1309 876 GasA Good Y SBrkr 876
## 1310 624 GasA Excellent Y SBrkr 730
## 1311 624 GasA Fair N SBrkr 624
## 1312 346 GasA Excellent Y SBrkr 709
## 1315 572 GasA Excellent Y SBrkr 884
## 1316 689 GasA Excellent Y SBrkr 689
## 1317 482 GasA Excellent N SBrkr 1221
## 1318 742 GasA Excellent Y SBrkr 742
## 1320 572 GasA Typical Y SBrkr 572
## 1323 1313 GasW Good Y SBrkr 1313
## 1324 984 GasA Good Y SBrkr 984
## 1325 1050 GasA Excellent N FuseF 1050
## 1326 0 GasA Good Y FuseA 882
## 1327 869 GasA Typical Y SBrkr 1093
## 1328 1008 GasA Typical Y SBrkr 1143
## 1331 1024 GasA Typical Y SBrkr 1144
## 1332 784 GasA Good Y SBrkr 784
## 1333 672 GasA Excellent Y SBrkr 832
## 1334 554 GasA Excellent Y SBrkr 736
## 1335 981 GasA Excellent Y SBrkr 1014
## 1336 949 GasA Excellent Y SBrkr 949
## 1337 862 GasA Typical Y SBrkr 950
## 1338 825 GasA Excellent Y SBrkr 825
## Second_Flr_SF Low_Qual_Fin_SF Gr_Liv_Area Bsmt_Full_Bath Bsmt_Half_Bath
## 1 0 0 1656 1 0
## 2 0 0 896 0 0
## 4 0 0 2110 1 0
## 5 701 0 1629 0 0
## 6 678 0 1604 0 0
## 7 0 0 1338 1 0
## 8 0 0 1280 0 0
## 9 0 0 1616 1 0
## 10 776 0 1804 0 0
## 11 892 0 1655 0 0
## 12 0 0 1187 1 0
## 13 676 0 1465 0 0
## 14 0 0 1341 1 0
## 15 0 0 1502 1 0
## 16 1589 0 3279 1 0
## 19 0 0 864 0 0
## 20 0 0 2073 1 0
## 21 0 0 1844 0 0
## 22 0 0 1173 1 0
## 23 860 0 1674 1 0
## 24 0 0 1004 1 0
## 25 0 0 1078 1 0
## 26 0 0 1056 1 0
## 27 0 0 882 1 0
## 29 0 0 1337 1 0
## 30 504 0 987 0 0
## 31 567 0 1092 0 0
## 32 567 0 1092 0 0
## 33 0 0 1069 0 0
## 34 601 0 1456 0 0
## 35 0 0 836 0 0
## 36 601 0 1456 0 0
## 37 707 0 2334 0 0
## 38 0 0 1704 1 0
## 39 0 0 1940 1 0
## 40 0 0 1544 0 0
## 41 0 0 1541 0 0
## 42 0 0 1698 0 0
## 43 0 0 1822 0 0
## 44 0 0 1535 0 0
## 45 0 0 2364 1 0
## 46 0 0 1358 1 0
## 47 0 0 2696 1 0
## 48 563 0 2250 1 0
## 49 0 0 1752 1 0
## 50 0 0 1370 0 0
## 51 862 0 1626 0 0
## 52 0 0 1324 0 0
## 53 0 0 1145 0 0
## 54 0 0 1269 0 0
## 55 630 0 1374 1 0
## 56 1100 0 1960 1 0
## 57 886 0 1733 0 0
## 58 656 0 1430 0 0
## 59 1151 0 2035 0 0
## 60 1177 0 2599 0 0
## 61 830 0 2475 0 0
## 62 0 0 1720 1 0
## 63 1122 0 2622 1 0
## 64 1106 0 2270 0 0
## 65 644 0 1839 0 0
## 66 1185 0 3238 1 0
## 67 0 0 1595 0 0
## 68 0 0 1218 0 0
## 70 0 0 1566 1 0
## 71 956 0 1947 0 0
## 72 0 0 1468 1 0
## 73 1128 0 2084 1 0
## 74 828 0 1659 0 0
## 75 888 0 2110 1 0
## 76 0 0 923 0 0
## 77 790 0 1845 0 0
## 78 0 0 918 0 0
## 79 0 0 752 1 0
## 81 0 0 1097 0 0
## 82 676 0 1564 0 0
## 83 0 0 1012 0 0
## 84 584 0 1902 0 0
## 85 0 0 1155 1 0
## 86 0 0 894 1 0
## 87 0 0 900 0 0
## 88 0 0 1040 1 0
## 89 0 0 1040 1 0
## 91 862 0 1923 1 0
## 92 1098 0 2349 1 0
## 93 823 0 2225 1 0
## 94 0 0 1488 1 0
## 95 840 0 1680 0 0
## 96 600 0 1200 0 0
## 97 600 0 1200 0 0
## 98 600 0 1200 1 0
## 99 636 0 1236 1 0
## 100 0 0 1478 1 0
## 101 804 0 1573 0 0
## 102 756 0 1512 1 0
## 103 720 0 1416 1 0
## 104 550 0 1080 0 0
## 106 873 0 1848 1 0
## 109 754 0 1479 0 0
## 110 0 0 1492 1 0
## 111 0 0 1829 1 0
## 112 1215 0 2495 1 0
## 113 0 0 1610 1 0
## 114 604 0 1891 0 1
## 115 734 0 1714 0 0
## 116 0 0 1381 1 0
## 117 715 0 1645 0 0
## 118 0 0 1232 1 0
## 119 0 0 1328 1 0
## 120 0 0 1225 1 0
## 121 0 0 1209 1 0
## 122 0 0 1510 1 0
## 123 644 0 1775 0 0
## 124 0 0 1152 1 0
## 125 0 0 1054 1 0
## 127 0 0 1078 1 0
## 128 532 0 2461 0 0
## 129 537 0 1556 0 0
## 130 0 0 858 1 0
## 132 0 0 1063 1 0
## 133 0 0 1520 1 0
## 134 0 0 1268 0 0
## 135 0 0 1128 1 0
## 136 1169 0 2274 0 0
## 137 0 0 2207 1 0
## 138 0 0 1888 0 0
## 139 0 0 1604 0 0
## 140 0 0 1480 1 0
## 141 0 0 1143 1 0
## 142 0 0 1700 0 1
## 143 0 0 1314 1 0
## 144 0 0 1194 1 0
## 145 0 0 1188 1 0
## 146 0 0 1264 1 0
## 147 0 0 1206 0 0
## 148 0 0 1580 1 0
## 149 505 0 1337 0 0
## 150 0 0 1064 0 1
## 151 0 0 972 0 0
## 152 0 0 988 1 0
## 153 0 0 1057 1 0
## 154 0 0 985 0 1
## 155 0 0 827 0 0
## 156 0 0 1086 1 0
## 157 0 0 936 1 0
## 158 546 0 1458 0 1
## 159 0 0 1056 2 0
## 160 0 0 1287 1 0
## 162 408 0 1224 1 0
## 163 0 0 1246 1 0
## 164 475 0 1385 0 0
## 165 0 0 900 0 1
## 166 0 0 1116 0 0
## 167 0 0 1175 0 0
## 168 0 0 1395 1 0
## 169 788 0 1839 0 0
## 170 687 0 1844 1 0
## 171 348 0 1140 0 0
## 172 0 0 936 1 0
## 173 0 0 1028 0 0
## 174 0 0 1347 1 1
## 175 765 0 1605 0 0
## 176 0 0 747 0 0
## 177 0 0 804 1 0
## 178 0 390 1316 1 0
## 179 424 0 1251 0 0
## 180 606 0 1633 0 0
## 181 185 0 1245 0 0
## 183 0 0 720 0 0
## 184 636 0 1566 0 0
## 185 686 0 1652 1 0
## 186 1111 0 2268 0 0
## 188 0 0 1236 1 0
## 189 622 0 1363 0 0
## 190 1044 0 2290 0 0
## 191 602 0 1470 0 0
## 192 582 0 1612 0 0
## 193 908 0 2068 0 0
## 194 0 0 765 1 0
## 195 524 0 1132 1 0
## 196 348 0 1196 0 1
## 197 498 0 1453 0 0
## 198 636 0 1416 0 0
## 199 492 0 1040 0 0
## 200 608 0 1536 0 0
## 201 0 0 1068 1 0
## 202 808 0 1710 0 0
## 203 1074 0 1962 0 0
## 204 780 0 1560 0 0
## 205 662 0 1324 0 1
## 208 780 0 1812 0 0
## 209 1196 0 2403 0 0
## 210 0 0 1675 0 0
## 212 180 0 1392 1 0
## 213 319 0 919 0 0
## 215 744 0 1680 1 0
## 216 240 0 1020 0 0
## 217 0 0 1832 2 0
## 218 0 0 1768 0 0
## 219 0 0 1039 1 0
## 220 0 0 1392 1 0
## 221 0 0 912 0 0
## 222 0 0 1060 1 0
## 223 0 0 892 1 0
## 224 689 0 1352 0 0
## 225 0 0 864 1 0
## 226 0 0 1373 1 0
## 227 720 0 1440 0 0
## 228 714 0 1386 0 0
## 229 954 0 2260 1 0
## 230 0 0 1483 1 0
## 231 0 0 756 0 0
## 232 0 0 1067 0 0
## 234 864 0 1981 1 0
## 235 558 0 1610 0 1
## 236 0 0 835 0 0
## 237 0 0 1074 1 0
## 238 0 0 1144 1 0
## 239 0 362 1531 0 0
## 240 0 0 1172 1 0
## 241 0 0 1212 0 0
## 243 0 0 1298 0 0
## 244 0 0 930 0 0
## 245 755 0 1732 0 0
## 246 0 0 1433 1 0
## 247 838 0 1802 0 1
## 248 887 0 1949 1 0
## 249 0 0 996 1 0
## 250 0 0 1694 0 0
## 251 0 0 1208 1 0
## 252 0 0 1226 0 0
## 253 0 0 1222 0 0
## 254 1523 0 3222 1 0
## 255 614 0 1445 0 0
## 256 0 0 1052 1 0
## 257 0 0 965 1 0
## 258 800 0 1692 0 0
## 259 878 0 1682 0 0
## 260 0 0 1026 1 0
## 261 703 0 1392 0 0
## 262 0 0 894 1 0
## 263 0 0 876 1 0
## 264 0 0 1978 1 0
## 265 0 0 1601 1 0
## 266 888 0 1829 1 0
## 267 1054 0 2098 0 0
## 268 0 0 1661 0 0
## 269 0 0 848 1 0
## 270 0 0 848 1 0
## 271 0 0 1668 1 0
## 272 0 0 1484 1 0
## 273 0 0 1414 0 0
## 274 0 0 640 0 0
## 277 0 0 1196 1 0
## 278 328 0 1120 0 0
## 279 0 0 1096 1 0
## 280 0 0 1117 1 0
## 281 0 0 960 0 0
## 282 0 0 1121 0 0
## 283 689 0 1487 0 0
## 285 0 0 1526 0 0
## 286 0 0 1296 0 0
## 287 806 0 1647 1 0
## 288 0 0 864 1 0
## 289 665 0 1691 0 0
## 290 0 0 856 1 0
## 293 748 0 2447 0 0
## 294 908 0 2133 1 0
## 295 1075 0 2177 0 0
## 296 1152 0 2340 0 0
## 297 0 0 1902 1 0
## 298 756 0 1652 1 0
## 299 0 0 1034 1 0
## 300 0 0 1191 0 0
## 301 0 0 1801 1 0
## 302 358 0 1154 1 0
## 304 380 0 1107 0 0
## 305 430 0 1128 0 0
## 306 319 0 1178 0 0
## 307 0 0 1044 0 0
## 308 0 0 952 0 0
## 309 0 0 1646 1 1
## 310 880 0 1916 1 0
## 311 0 0 1285 0 1
## 312 0 0 1560 0 0
## 313 0 0 1034 1 0
## 314 0 0 2048 0 0
## 315 0 0 1687 1 0
## 316 0 0 1346 1 0
## 317 0 0 1214 0 0
## 318 700 0 1444 0 0
## 319 1194 0 1968 0 0
## 320 1070 0 1894 1 0
## 321 915 0 1908 0 0
## 322 0 0 2018 0 0
## 323 0 0 1264 1 0
## 324 0 0 1430 0 0
## 325 912 0 1824 0 0
## 326 0 0 1344 0 0
## 327 546 0 1092 0 0
## 328 0 0 945 1 1
## 329 576 0 1112 0 0
## 330 546 0 1092 0 0
## 331 0 0 630 1 0
## 332 546 0 1092 0 0
## 333 546 0 1092 0 0
## 334 0 0 874 0 0
## 335 0 0 1188 0 0
## 336 0 0 833 1 0
## 338 650 0 1274 0 0
## 339 615 0 1479 0 0
## 340 0 0 1803 1 1
## 341 645 0 1797 1 0
## 342 0 0 882 0 0
## 343 0 0 1434 1 0
## 344 704 0 2704 1 0
## 345 663 0 1608 0 0
## 346 1275 0 2283 0 0
## 347 670 0 1628 0 0
## 348 0 0 1746 1 0
## 349 670 0 1474 0 0
## 350 0 0 2522 1 0
## 351 0 0 1659 1 0
## 352 0 0 1478 1 0
## 353 0 0 1734 1 0
## 354 631 0 1382 0 0
## 355 833 0 1718 0 0
## 356 684 0 1636 1 0
## 357 772 0 1571 0 0
## 358 790 0 1470 0 0
## 359 809 0 1516 1 0
## 360 0 0 1190 0 0
## 361 785 0 1593 0 0
## 362 779 0 1481 0 0
## 363 0 0 1167 1 0
## 364 978 0 1983 0 0
## 365 0 0 1442 0 0
## 366 0 0 1360 1 0
## 367 0 0 2234 1 0
## 368 0 0 2046 0 0
## 369 0 0 1530 1 0
## 370 988 0 1934 1 0
## 371 1200 0 2353 1 0
## 372 0 0 1586 0 0
## 373 0 0 1411 0 0
## 374 0 0 1602 0 1
## 376 0 0 1671 0 0
## 377 1134 0 2673 0 0
## 378 0 0 1472 1 0
## 379 0 0 1707 0 0
## 381 0 0 1601 0 0
## 382 0 0 1370 0 0
## 383 780 0 1868 1 0
## 384 868 0 1884 1 0
## 385 1103 0 1935 1 0
## 387 839 0 1811 0 0
## 388 0 0 1621 1 0
## 389 0 0 1116 1 0
## 390 0 0 1193 0 0
## 391 0 0 1350 0 0
## 392 741 0 2119 0 0
## 393 896 0 1792 0 0
## 394 0 0 1002 1 0
## 395 0 0 1026 1 0
## 396 0 0 1180 0 0
## 397 0 0 1050 1 0
## 398 0 0 864 1 0
## 399 0 0 864 0 0
## 400 0 0 864 0 0
## 401 0 0 864 0 0
## 402 0 0 864 0 0
## 403 504 0 987 1 0
## 404 600 0 1365 0 0
## 405 672 0 1302 0 0
## 406 504 0 987 1 0
## 407 504 0 987 0 0
## 408 672 0 1302 0 0
## 409 0 0 958 0 0
## 410 744 0 1548 0 0
## 411 601 0 1456 0 0
## 412 0 0 1055 0 1
## 413 467 0 1322 0 1
## 414 601 0 1456 0 0
## 415 744 0 1548 0 1
## 416 586 0 1441 0 0
## 417 601 0 1456 0 0
## 418 0 0 836 0 1
## 419 0 0 892 0 0
## 420 0 0 1120 0 1
## 421 0 0 1718 1 0
## 422 978 0 2772 1 0
## 423 1174 0 3140 0 0
## 424 0 0 2402 1 0
## 425 0 0 1652 1 0
## 426 0 0 1600 0 0
## 427 0 0 2042 0 0
## 428 1325 0 2690 1 0
## 429 1054 0 2184 1 0
## 430 0 0 2020 1 0
## 431 0 0 2020 1 0
## 434 1088 0 2822 0 0
## 435 0 0 1736 0 0
## 436 0 0 1782 1 0
## 437 1012 0 2520 1 0
## 438 0 0 1717 0 0
## 440 0 0 1713 1 0
## 441 0 0 1531 1 0
## 442 0 0 1808 1 0
## 443 762 0 2224 1 0
## 444 0 0 1836 1 0
## 445 0 0 1629 1 0
## 446 0 0 1760 1 0
## 447 0 0 1502 0 0
## 448 0 0 2392 0 0
## 449 0 0 2452 2 0
## 450 1295 0 2400 0 0
## 451 0 0 1606 0 0
## 452 0 0 1358 0 0
## 453 0 0 1306 1 0
## 454 0 0 1306 1 0
## 455 0 0 1358 1 0
## 456 0 0 1314 1 0
## 457 0 0 2492 1 0
## 458 0 0 2200 1 0
## 459 0 0 1884 1 0
## 460 0 0 1456 0 0
## 461 0 0 1712 1 0
## 462 0 0 1324 1 0
## 463 0 0 1405 0 0
## 464 862 0 1626 0 0
## 465 728 0 1456 0 0
## 466 745 0 1490 0 0
## 467 742 0 1484 0 0
## 468 876 0 1560 0 0
## 469 0 0 1555 0 0
## 470 0 0 1569 0 1
## 471 0 0 1555 0 0
## 472 0 0 1504 0 0
## 473 0 0 1220 0 0
## 474 0 0 1145 0 0
## 475 716 0 1432 1 0
## 477 630 0 1374 0 0
## 478 762 0 1630 0 0
## 479 640 0 1419 1 0
## 480 748 0 1594 0 0
## 481 683 0 1489 1 0
## 482 644 0 1342 1 0
## 484 1276 0 2256 0 0
## 485 1126 0 2004 1 0
## 486 1032 0 2054 1 0
## 487 630 0 1374 0 0
## 488 793 0 1800 0 0
## 489 695 0 1514 1 0
## 490 656 0 1430 0 0
## 492 783 0 1675 0 0
## 494 656 0 1430 0 0
## 495 1097 0 2365 1 0
## 496 1304 0 2794 1 0
## 497 1221 0 2687 1 0
## 498 1140 0 2450 1 0
## 499 1336 0 2612 1 0
## 500 1067 0 2344 0 0
## 501 0 0 2063 1 0
## 502 1274 0 2646 1 0
## 503 967 0 2061 1 0
## 504 1017 0 2232 1 0
## 505 762 0 2448 1 0
## 506 871 0 1850 0 0
## 507 0 0 1468 0 0
## 508 0 0 1696 0 0
## 509 0 0 1658 0 0
## 510 0 0 1578 0 0
## 511 0 0 1702 1 0
## 512 0 0 1432 0 0
## 513 858 0 1971 0 0
## 515 920 0 1852 1 0
## 516 804 0 1590 0 0
## 517 0 0 1218 0 0
## 518 0 0 1436 0 0
## 519 0 0 1314 1 0
## 520 0 0 1402 0 0
## 521 0 0 1530 0 0
## 522 0 0 1766 1 0
## 523 0 0 1448 0 0
## 524 981 0 2007 1 0
## 525 886 0 1795 1 0
## 526 871 0 1953 0 0
## 527 438 0 1550 1 0
## 528 0 0 1836 0 0
## 529 0 0 1662 1 0
## 530 1182 0 2094 0 0
## 531 0 0 1221 1 0
## 532 0 0 1553 1 0
## 533 841 0 1653 1 0
## 534 0 0 1218 0 0
## 535 0 0 1141 1 0
## 536 0 0 1158 0 0
## 537 941 0 1812 0 0
## 538 0 0 1512 0 0
## 539 0 0 1200 1 0
## 540 0 0 1114 0 0
## 541 0 0 1114 0 0
## 542 0 0 1114 1 0
## 543 0 0 1450 0 0
## 544 1209 0 2122 1 0
## 545 0 0 1844 1 0
## 546 0 0 1434 0 0
## 547 897 0 1730 0 0
## 548 591 0 1217 0 0
## 549 0 0 1332 0 0
## 550 786 0 1540 1 0
## 551 702 0 1400 0 0
## 552 918 0 1882 0 0
## 553 0 0 841 0 0
## 554 0 0 784 0 0
## 555 0 0 980 1 0
## 556 0 0 980 0 0
## 557 0 0 864 1 0
## 558 0 0 864 0 0
## 560 0 0 912 1 0
## 561 0 0 1144 1 0
## 562 0 0 864 0 0
## 563 0 0 912 0 1
## 564 0 0 2014 1 0
## 565 780 0 1755 0 1
## 566 1629 0 3005 0 0
## 567 612 0 1224 0 0
## 568 612 0 1224 0 0
## 569 0 0 1726 0 0
## 570 0 0 1256 1 0
## 571 729 0 1471 0 0
## 572 756 0 1512 1 0
## 573 739 0 1452 1 0
## 574 756 0 1739 1 0
## 575 0 0 1694 1 0
## 577 0 0 1740 0 0
## 578 1012 0 2499 0 0
## 579 0 0 1620 1 0
## 580 727 0 1556 0 0
## 581 0 0 1442 0 0
## 582 0 0 1489 0 0
## 583 983 0 2090 1 0
## 584 782 0 2067 0 0
## 585 660 0 1395 0 1
## 586 1369 0 2640 0 0
## 587 0 0 1724 1 0
## 588 0 0 1336 0 1
## 589 0 0 1216 1 0
## 590 972 0 2288 0 0
## 591 0 0 1334 0 1
## 592 0 0 1680 1 0
## 593 855 0 1665 1 0
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## Full_Bath Half_Bath Bedroom_AbvGr Kitchen_AbvGr Kitchen_Qual TotRms_AbvGrd
## 1 1 0 3 1 Typical 7
## 2 1 0 2 1 Typical 5
## 4 2 1 3 1 Excellent 8
## 5 2 1 3 1 Typical 6
## 6 2 1 3 1 Good 7
## 7 2 0 2 1 Good 6
## 8 2 0 2 1 Good 5
## 9 2 0 2 1 Good 5
## 10 2 1 3 1 Good 7
## 11 2 1 3 1 Typical 7
## 12 2 0 3 1 Typical 6
## 13 2 1 3 1 Typical 7
## 14 1 1 2 1 Good 5
## 15 1 1 1 1 Good 4
## 16 3 1 4 1 Excellent 12
## 19 1 0 2 1 Typical 4
## 20 2 0 3 1 Typical 7
## 21 2 0 3 1 Typical 7
## 22 2 0 3 1 Good 6
## 23 2 1 3 1 Good 7
## 24 1 0 2 1 Typical 5
## 25 1 1 3 1 Typical 6
## 26 1 0 3 1 Typical 6
## 27 1 0 2 1 Typical 4
## 29 2 0 2 1 Good 5
## 30 1 1 2 1 Typical 5
## 31 1 1 3 1 Typical 6
## 32 1 1 3 1 Typical 6
## 33 2 0 2 1 Typical 4
## 34 2 1 3 1 Good 6
## 35 1 0 2 1 Typical 4
## 36 2 1 3 1 Typical 7
## 37 2 1 3 1 Excellent 10
## 38 2 0 3 1 Good 7
## 39 2 1 3 1 Excellent 8
## 40 2 0 3 1 Good 7
## 41 2 0 3 1 Good 7
## 42 2 0 3 1 Excellent 7
## 43 2 0 3 1 Excellent 8
## 44 2 0 3 1 Good 7
## 45 2 1 2 1 Excellent 11
## 46 2 0 2 1 Good 6
## 47 2 1 3 1 Excellent 10
## 48 2 1 3 1 Good 7
## 49 2 0 2 1 Excellent 6
## 50 2 0 2 1 Good 6
## 51 2 1 2 1 Good 6
## 52 2 0 3 1 Good 6
## 53 2 0 2 1 Good 6
## 54 2 0 2 1 Good 6
## 55 2 1 3 1 Good 7
## 56 2 1 4 1 Good 8
## 57 2 1 3 1 Good 7
## 58 2 1 3 1 Typical 7
## 59 2 1 3 1 Good 8
## 60 2 1 4 1 Good 10
## 61 2 1 4 1 Good 7
## 62 2 0 3 1 Good 7
## 63 2 1 3 1 Good 9
## 64 2 1 4 1 Good 9
## 65 2 1 4 1 Typical 7
## 66 2 1 4 1 Good 9
## 67 2 0 2 1 Good 6
## 68 2 0 2 1 Good 4
## 70 2 0 3 1 Good 7
## 71 2 1 3 1 Good 8
## 72 2 0 2 1 Good 6
## 73 2 1 4 1 Good 8
## 74 2 1 3 1 Good 8
## 75 2 1 3 1 Good 8
## 76 2 0 2 1 Typical 5
## 77 2 1 3 1 Good 8
## 78 2 0 2 1 Typical 5
## 79 1 0 2 1 Typical 4
## 81 2 0 3 1 Typical 6
## 82 2 1 3 1 Typical 7
## 83 1 0 2 1 Typical 5
## 84 2 0 4 2 Typical 8
## 85 1 0 3 1 Good 6
## 86 1 0 3 1 Typical 5
## 87 1 0 3 1 Typical 5
## 88 1 1 3 1 Typical 5
## 89 1 1 3 1 Typical 6
## 91 2 1 3 1 Good 8
## 92 2 1 4 1 Good 9
## 93 2 1 4 1 Good 7
## 94 2 0 2 1 Good 6
## 95 2 1 2 1 Good 3
## 96 2 1 2 1 Good 4
## 97 2 1 2 1 Good 4
## 98 2 1 2 1 Good 4
## 99 2 1 2 1 Good 4
## 100 2 1 2 1 Good 7
## 101 2 1 3 1 Good 5
## 102 2 1 2 1 Good 5
## 103 2 1 3 1 Good 6
## 104 2 1 2 1 Good 4
## 106 2 1 3 1 Good 7
## 109 2 1 3 1 Good 6
## 110 2 0 3 1 Good 6
## 111 2 0 4 1 Typical 8
## 112 2 1 4 1 Good 9
## 113 2 0 3 1 Good 6
## 114 3 0 3 1 Typical 7
## 115 2 1 3 1 Typical 7
## 116 1 1 3 1 Good 5
## 117 1 2 4 1 Typical 7
## 118 1 1 3 1 Typical 6
## 119 1 1 3 1 Typical 6
## 120 1 1 3 1 Typical 6
## 121 1 0 3 1 Typical 6
## 122 2 0 3 1 Good 6
## 123 2 0 3 1 Typical 8
## 124 1 0 3 1 Typical 6
## 125 1 0 3 1 Good 6
## 127 1 0 2 1 Good 5
## 128 2 0 3 1 Typical 7
## 129 2 0 3 1 Typical 6
## 130 1 0 2 1 Typical 4
## 132 1 0 3 1 Typical 6
## 133 1 0 3 1 Typical 7
## 134 1 0 2 1 Typical 7
## 135 1 0 2 1 Good 5
## 136 2 0 5 2 Typical 12
## 137 2 0 3 1 Typical 7
## 138 2 1 2 1 Good 6
## 139 2 0 4 2 Typical 8
## 140 2 0 3 1 Good 7
## 141 1 0 3 1 Typical 6
## 142 1 1 4 1 Good 6
## 143 1 0 3 1 Typical 5
## 144 1 0 3 1 Typical 6
## 145 1 0 3 1 Typical 6
## 146 1 0 3 1 Typical 6
## 147 1 0 3 1 Typical 6
## 148 1 1 3 1 Typical 6
## 149 1 0 3 1 Typical 5
## 150 1 0 2 1 Fair 4
## 151 1 0 3 1 Typical 5
## 152 1 0 2 1 Typical 5
## 153 1 0 3 1 Good 5
## 154 1 0 2 1 Typical 4
## 155 1 0 2 1 Typical 5
## 156 1 0 3 1 Typical 6
## 157 1 0 2 1 Typical 4
## 158 1 0 3 1 Typical 6
## 159 0 0 0 2 Typical 4
## 160 1 0 3 1 Good 7
## 162 1 0 3 1 Typical 5
## 163 1 1 3 1 Good 6
## 164 2 0 4 1 Typical 6
## 165 1 0 3 1 Good 5
## 166 1 1 3 1 Typical 5
## 167 1 1 3 1 Typical 6
## 168 1 0 2 1 Typical 7
## 169 1 1 4 1 Typical 7
## 170 1 0 3 1 Typical 9
## 171 1 0 3 1 Typical 7
## 172 1 0 2 1 Typical 5
## 173 1 0 2 1 Typical 5
## 174 1 0 3 1 Good 6
## 175 2 0 3 2 Typical 8
## 176 1 0 2 1 Typical 4
## 177 1 0 2 1 Good 4
## 178 1 0 3 1 Typical 6
## 179 1 0 3 1 Fair 6
## 180 1 0 3 1 Good 7
## 181 1 0 3 1 Typical 6
## 183 1 0 2 1 Typical 5
## 184 2 0 3 1 Good 7
## 185 2 0 4 1 Typical 7
## 186 3 0 3 1 Good 7
## 188 1 0 2 1 Typical 6
## 189 1 0 3 1 Typical 6
## 190 2 0 4 2 Typical 11
## 191 1 1 2 1 Typical 6
## 192 1 1 3 1 Typical 7
## 193 1 1 3 1 Good 8
## 194 1 0 2 1 Good 4
## 195 1 0 2 1 Typical 5
## 196 1 1 3 1 Typical 6
## 197 1 1 3 1 Good 7
## 198 1 1 3 1 Typical 6
## 199 1 0 2 1 Typical 5
## 200 2 0 4 1 Typical 7
## 201 1 0 2 1 Typical 5
## 202 2 0 3 1 Typical 9
## 203 1 1 4 1 Typical 9
## 204 1 1 3 1 Good 7
## 205 1 0 3 1 Typical 6
## 208 2 0 4 2 Good 8
## 209 2 0 4 1 Typical 10
## 210 2 0 3 1 Typical 8
## 212 1 0 3 1 Typical 6
## 213 1 0 3 1 Typical 5
## 215 2 0 2 2 Typical 7
## 216 1 0 2 1 Typical 6
## 217 2 0 4 2 Typical 8
## 218 2 0 4 2 Typical 8
## 219 1 1 3 1 Typical 6
## 220 1 1 3 1 Typical 5
## 221 1 0 3 1 Typical 5
## 222 1 0 3 1 Good 6
## 223 1 0 3 1 Good 5
## 224 1 1 4 1 Typical 7
## 225 1 0 2 1 Typical 4
## 226 1 0 3 1 Typical 5
## 227 1 1 4 1 Typical 7
## 228 2 1 3 1 Typical 6
## 229 2 1 3 1 Good 7
## 230 1 1 1 1 Typical 4
## 231 1 0 2 1 Typical 4
## 232 2 0 2 1 Good 4
## 234 2 1 4 1 Good 8
## 235 2 0 4 1 Fair 8
## 236 1 0 2 1 Typical 5
## 237 1 0 3 1 Good 6
## 238 1 0 3 1 Typical 6
## 239 1 0 3 1 Typical 8
## 240 1 0 3 1 Typical 5
## 241 2 0 3 1 Good 6
## 243 2 0 3 1 Typical 5
## 244 1 0 2 1 Good 6
## 245 2 1 3 1 Good 7
## 246 1 1 1 1 Good 4
## 247 2 1 3 1 Good 8
## 248 2 1 3 1 Good 8
## 249 1 0 2 1 Good 5
## 250 2 0 3 1 Good 7
## 251 2 0 2 1 Good 6
## 252 2 0 3 1 Good 6
## 253 2 0 2 1 Good 6
## 254 3 0 5 1 Good 11
## 255 2 0 3 1 Typical 6
## 256 1 0 3 1 Typical 6
## 257 1 0 2 1 Typical 4
## 258 2 1 3 1 Typical 8
## 259 2 1 3 1 Good 7
## 260 1 1 3 1 Typical 5
## 261 1 1 3 1 Typical 6
## 262 1 0 3 1 Typical 5
## 263 1 0 3 1 Typical 5
## 264 2 1 3 1 Good 8
## 265 2 0 3 1 Good 6
## 266 2 1 3 1 Good 7
## 267 2 1 4 1 Good 9
## 268 2 0 3 1 Good 6
## 269 1 0 1 1 Good 4
## 270 1 0 1 1 Good 3
## 271 2 0 3 1 Good 8
## 272 2 0 3 1 Good 7
## 273 2 0 3 1 Good 6
## 274 1 0 2 1 Typical 5
## 277 1 0 3 1 Typical 6
## 278 1 0 2 1 Fair 5
## 279 1 0 3 1 Typical 5
## 280 1 0 3 1 Typical 6
## 281 1 0 3 1 Typical 5
## 282 2 0 2 1 Typical 5
## 283 1 1 3 1 Typical 7
## 285 1 0 4 1 Typical 7
## 286 2 0 2 1 Fair 5
## 287 1 1 4 1 Fair 6
## 288 1 0 2 1 Typical 5
## 289 2 0 3 1 Good 6
## 290 1 0 2 1 Typical 4
## 293 2 0 4 1 Good 10
## 294 1 1 4 1 Typical 8
## 295 2 1 5 2 Typical 11
## 296 2 0 4 1 Good 9
## 297 2 0 3 1 Excellent 7
## 298 2 1 3 1 Good 6
## 299 1 0 1 1 Good 4
## 300 2 0 2 1 Good 5
## 301 2 0 1 1 Typical 6
## 302 1 0 3 1 Good 7
## 304 1 0 2 1 Typical 5
## 305 1 0 2 1 Typical 6
## 306 1 0 2 1 Typical 7
## 307 1 0 2 1 Fair 4
## 308 1 0 3 1 Typical 5
## 309 2 0 2 1 Good 5
## 310 2 1 3 1 Good 8
## 311 2 0 3 1 Good 6
## 312 2 0 3 1 Good 7
## 313 1 0 3 1 Typical 6
## 314 3 0 5 2 Typical 9
## 315 1 0 3 1 Typical 7
## 316 2 0 3 1 Good 6
## 317 2 0 2 1 Good 6
## 318 2 1 3 1 Typical 7
## 319 2 1 4 1 Excellent 8
## 320 2 1 4 1 Good 8
## 321 2 1 4 1 Good 9
## 322 2 0 3 1 Excellent 10
## 323 1 0 2 1 Typical 7
## 324 2 0 3 1 Good 7
## 325 2 2 4 2 Typical 8
## 326 2 0 3 1 Typical 7
## 327 1 1 3 1 Typical 6
## 328 1 0 2 1 Typical 5
## 329 1 1 3 1 Typical 4
## 330 1 1 3 1 Typical 5
## 331 1 0 1 1 Typical 3
## 332 1 1 3 1 Typical 5
## 333 1 1 3 1 Typical 5
## 334 1 0 3 1 Typical 5
## 335 1 0 3 1 Typical 6
## 336 1 0 2 1 Good 5
## 338 1 1 3 1 Typical 6
## 339 2 0 5 1 Typical 8
## 340 2 1 3 1 Good 6
## 341 2 1 3 1 Good 7
## 342 1 0 2 1 Typical 5
## 343 2 0 4 1 Typical 7
## 344 2 1 4 1 Excellent 9
## 345 2 1 3 1 Typical 7
## 346 2 1 4 1 Good 9
## 347 2 1 3 1 Typical 7
## 348 2 0 3 1 Excellent 7
## 349 2 1 3 1 Typical 7
## 350 2 0 1 1 Good 8
## 351 2 0 2 1 Excellent 5
## 352 2 0 2 1 Typical 5
## 353 2 0 2 1 Good 6
## 354 2 1 3 1 Typical 7
## 355 2 1 3 1 Typical 7
## 356 2 1 3 1 Typical 7
## 357 2 1 3 1 Typical 7
## 358 2 1 3 1 Typical 6
## 359 2 1 3 1 Good 7
## 360 2 0 3 1 Good 6
## 361 2 1 3 1 Typical 7
## 362 2 1 3 1 Typical 6
## 363 2 0 3 1 Good 6
## 364 2 1 3 1 Good 9
## 365 2 0 3 1 Typical 5
## 366 1 0 1 1 Good 4
## 367 2 0 1 1 Excellent 9
## 368 2 1 3 1 Good 7
## 369 2 0 3 1 Good 7
## 370 2 1 3 1 Typical 6
## 371 2 1 4 1 Excellent 10
## 372 2 0 3 1 Typical 7
## 373 2 0 3 1 Typical 6
## 374 2 0 3 1 Good 8
## 376 2 0 3 1 Typical 7
## 377 2 1 4 1 Good 9
## 378 2 0 3 1 Typical 6
## 379 2 0 3 1 Typical 7
## 381 2 0 3 1 Typical 7
## 382 2 0 3 1 Typical 6
## 383 2 1 4 1 Good 9
## 384 2 1 3 1 Excellent 7
## 385 2 1 3 1 Typical 8
## 387 2 1 3 1 Good 7
## 388 2 0 3 1 Typical 7
## 389 2 0 3 1 Typical 6
## 390 2 0 3 1 Typical 5
## 391 2 0 3 1 Typical 7
## 392 2 1 3 1 Typical 7
## 393 2 2 4 2 Typical 8
## 394 1 0 3 1 Typical 5
## 395 1 0 3 1 Good 5
## 396 1 1 2 1 Typical 6
## 397 1 1 3 1 Typical 6
## 398 1 0 3 1 Typical 5
## 399 1 0 3 1 Good 5
## 400 1 0 3 1 Typical 5
## 401 1 0 2 1 Typical 4
## 402 1 0 3 1 Typical 5
## 403 1 1 2 1 Typical 5
## 404 1 1 3 1 Typical 7
## 405 2 1 3 1 Typical 6
## 406 1 1 2 1 Typical 5
## 407 1 1 2 1 Good 5
## 408 2 1 3 1 Typical 6
## 409 2 0 2 1 Typical 5
## 410 2 1 3 1 Typical 7
## 411 2 1 3 1 Typical 7
## 412 2 0 2 1 Typical 4
## 413 2 1 3 1 Typical 6
## 414 2 1 3 1 Typical 6
## 415 2 1 3 1 Typical 7
## 416 2 1 3 1 Typical 7
## 417 2 1 3 1 Typical 6
## 418 1 0 2 1 Typical 5
## 419 1 0 3 1 Typical 5
## 420 1 0 3 1 Typical 5
## 421 2 0 3 1 Excellent 7
## 422 3 1 4 1 Excellent 10
## 423 3 1 4 1 Excellent 11
## 424 2 0 2 1 Excellent 10
## 425 2 0 2 1 Excellent 6
## 426 2 0 3 1 Good 7
## 427 2 1 3 1 Excellent 8
## 428 2 1 3 1 Excellent 8
## 429 2 1 3 1 Excellent 10
## 430 2 0 3 1 Excellent 7
## 431 2 1 3 1 Excellent 9
## 434 3 1 4 1 Excellent 12
## 435 2 0 3 1 Excellent 7
## 436 2 0 3 1 Good 7
## 437 2 1 5 1 Excellent 10
## 438 2 0 3 1 Good 7
## 440 2 0 3 1 Excellent 7
## 441 2 0 2 1 Excellent 6
## 442 2 0 3 1 Excellent 7
## 443 2 1 4 1 Excellent 10
## 444 2 0 3 1 Good 7
## 445 2 0 3 1 Good 7
## 446 2 0 3 1 Good 8
## 447 2 0 3 1 Good 7
## 448 2 0 3 1 Excellent 8
## 449 2 0 3 1 Excellent 10
## 450 3 1 4 1 Good 10
## 451 2 0 3 1 Good 6
## 452 2 0 2 1 Good 6
## 453 2 0 1 1 Good 5
## 454 2 0 1 1 Good 5
## 455 2 0 2 1 Good 6
## 456 2 0 2 1 Good 6
## 457 2 1 2 1 Excellent 8
## 458 2 1 3 1 Excellent 8
## 459 2 0 2 1 Excellent 6
## 460 2 0 2 1 Excellent 6
## 461 2 0 3 1 Good 8
## 462 2 0 2 1 Good 6
## 463 2 0 2 1 Good 6
## 464 2 0 2 1 Good 6
## 465 2 1 3 1 Good 8
## 466 2 1 3 1 Good 7
## 467 2 1 3 1 Good 8
## 468 2 1 3 1 Good 6
## 469 2 0 2 1 Good 7
## 470 2 0 1 1 Good 7
## 471 2 0 2 1 Good 7
## 472 2 0 1 1 Good 7
## 473 2 0 2 1 Good 5
## 474 2 0 2 1 Good 5
## 475 2 1 3 1 Good 6
## 477 2 1 3 1 Good 6
## 478 2 1 3 1 Good 7
## 479 2 1 3 1 Good 7
## 480 2 1 3 1 Good 7
## 481 2 1 3 1 Good 8
## 482 2 1 3 1 Good 7
## 484 2 1 4 1 Good 8
## 485 2 1 4 1 Good 8
## 486 2 1 3 1 Good 7
## 487 2 1 3 1 Good 7
## 488 2 1 3 1 Typical 7
## 489 2 1 3 1 Typical 7
## 490 2 1 3 1 Typical 7
## 492 2 1 3 1 Typical 7
## 494 2 1 3 1 Typical 7
## 495 2 1 3 1 Good 8
## 496 2 1 4 1 Excellent 9
## 497 2 1 4 1 Good 10
## 498 2 1 3 1 Good 7
## 499 2 1 4 1 Good 8
## 500 2 1 3 1 Good 7
## 501 2 0 3 1 Good 7
## 502 2 1 4 1 Good 9
## 503 2 1 3 1 Good 7
## 504 2 1 3 1 Good 8
## 505 2 1 4 1 Good 8
## 506 2 1 3 1 Good 7
## 507 2 0 3 1 Good 6
## 508 2 0 3 1 Good 7
## 509 2 1 3 1 Good 7
## 510 2 0 3 1 Excellent 7
## 511 2 0 3 1 Good 7
## 512 2 0 3 1 Good 7
## 513 2 1 3 1 Good 8
## 515 2 1 3 1 Good 7
## 516 2 1 3 1 Good 6
## 517 2 0 2 1 Good 4
## 518 2 0 3 1 Good 6
## 519 2 0 3 1 Good 6
## 520 2 0 3 1 Good 7
## 521 2 0 3 1 Good 7
## 522 2 1 2 1 Excellent 7
## 523 2 0 2 1 Good 6
## 524 2 1 3 1 Excellent 10
## 525 2 1 3 1 Good 8
## 526 2 1 3 1 Good 9
## 527 2 0 2 1 Good 7
## 528 2 0 3 1 Good 8
## 529 2 0 3 1 Excellent 8
## 530 2 1 4 1 Good 8
## 531 2 0 2 1 Good 6
## 532 2 0 3 1 Good 6
## 533 2 1 3 1 Good 6
## 534 1 1 3 1 Good 6
## 535 1 1 3 1 Good 6
## 536 1 1 3 1 Good 5
## 537 2 1 3 1 Good 8
## 538 2 0 3 1 Good 6
## 539 2 0 2 1 Good 5
## 540 1 1 3 1 Good 6
## 541 1 1 3 1 Good 6
## 542 2 0 3 1 Good 6
## 543 2 0 2 1 Good 6
## 544 2 1 4 1 Good 8
## 545 2 0 2 1 Good 7
## 546 2 0 3 1 Good 6
## 547 2 1 3 1 Good 6
## 548 1 1 3 1 Typical 6
## 549 2 0 2 1 Good 5
## 550 2 1 3 1 Good 6
## 551 2 1 3 1 Typical 6
## 552 2 0 4 2 Typical 8
## 553 1 0 2 1 Typical 4
## 554 1 0 2 1 Typical 5
## 555 1 0 3 1 Typical 5
## 556 1 0 3 1 Typical 6
## 557 1 0 3 1 Typical 5
## 558 1 0 2 1 Typical 5
## 560 1 0 3 1 Good 6
## 561 1 0 3 1 Typical 6
## 562 1 0 3 1 Typical 5
## 563 1 0 3 1 Typical 6
## 564 2 0 2 1 Good 6
## 565 2 1 3 1 Good 7
## 566 2 1 3 1 Good 9
## 567 2 1 2 1 Good 4
## 568 2 1 2 1 Good 4
## 569 2 1 2 1 Good 6
## 570 1 1 1 1 Good 5
## 571 2 1 3 1 Typical 6
## 572 2 1 2 1 Good 4
## 573 2 1 3 1 Good 6
## 574 2 1 3 1 Good 7
## 575 2 0 2 1 Excellent 5
## 577 1 1 2 1 Good 7
## 578 2 1 4 1 Typical 5
## 579 2 0 3 1 Typical 8
## 580 1 1 4 1 Typical 8
## 581 2 0 2 1 Typical 6
## 582 2 0 3 1 Good 7
## 583 2 1 3 1 Typical 7
## 584 2 1 3 1 Good 7
## 585 1 1 3 1 Typical 6
## 586 2 1 5 1 Good 8
## 587 1 1 3 1 Typical 7
## 588 2 0 3 1 Typical 6
## 589 1 0 3 1 Typical 5
## 590 1 2 4 1 Good 8
## 591 2 0 2 1 Typical 6
## 592 2 0 3 1 Good 7
## 593 2 1 3 1 Good 6
## 594 1 0 2 1 Typical 5
## 595 1 1 3 1 Typical 7
## 596 1 0 2 1 Typical 5
## 597 2 1 4 1 Typical 8
## 598 2 0 3 1 Typical 5
## 599 2 0 3 1 Typical 7
## 600 1 0 2 1 Typical 5
## 601 1 0 3 1 Typical 5
## 603 1 0 3 1 Typical 6
## 604 2 0 3 1 Typical 7
## 605 2 0 4 2 Typical 9
## 606 1 1 3 1 Typical 6
## 607 1 1 3 1 Good 6
## 608 1 1 3 1 Typical 6
## 609 1 1 3 1 Typical 6
## 610 2 1 4 1 Typical 7
## 611 1 1 3 1 Typical 7
## 612 1 0 3 1 Typical 6
## 613 1 0 4 1 Good 7
## 614 1 0 2 1 Typical 5
## 615 1 0 2 1 Fair 5
## 616 1 0 3 1 Good 5
## 617 1 0 2 1 Typical 6
## 619 1 0 3 1 Typical 7
## 620 1 0 2 1 Typical 5
## 621 1 1 3 1 Typical 6
## 622 1 0 3 1 Good 5
## 623 2 0 4 2 Typical 8
## 624 2 0 3 1 Typical 6
## 625 1 1 3 1 Typical 6
## 626 2 0 2 1 Good 5
## 627 2 1 3 1 Typical 7
## 628 2 1 4 1 Good 8
## 630 2 0 4 1 Typical 7
## 631 1 0 3 1 Typical 6
## 632 1 1 3 1 Typical 6
## 633 1 1 3 1 Typical 5
## 634 2 0 3 1 Good 6
## 635 2 0 3 1 Typical 6
## 636 1 0 3 1 Typical 6
## 637 1 0 3 1 Typical 6
## 638 1 0 3 1 Good 6
## 639 1 0 3 1 Typical 6
## 640 1 0 3 1 Typical 6
## 641 1 0 3 1 Typical 5
## 642 2 0 4 2 Typical 8
## 643 1 0 3 1 Typical 6
## 644 1 0 3 1 Typical 5
## 645 1 0 2 1 Typical 5
## 646 1 0 2 1 Fair 5
## 647 1 0 2 1 Typical 6
## 648 1 0 2 1 Fair 4
## 649 1 0 2 1 Good 5
## 650 1 1 2 1 Typical 7
## 652 1 1 3 1 Typical 6
## 653 1 0 3 1 Typical 6
## 654 1 0 2 1 Typical 5
## 655 1 0 2 1 Typical 4
## 656 2 1 3 1 Typical 8
## 657 2 0 4 1 Good 7
## 658 1 0 2 1 Typical 6
## 659 1 0 2 1 Good 5
## 660 1 0 3 1 Excellent 6
## 661 2 0 3 1 Good 8
## 662 2 0 4 1 Good 5
## 663 1 0 2 1 Good 4
## 665 1 0 2 1 Good 4
## 666 1 1 1 1 Typical 4
## 667 2 2 6 2 Typical 12
## 668 1 1 3 1 Typical 6
## 669 1 0 3 1 Typical 6
## 670 2 2 6 2 Typical 12
## 671 1 0 2 1 Good 6
## 672 1 0 3 1 Typical 5
## 673 1 0 2 1 Typical 5
## 674 2 0 3 1 Typical 6
## 675 1 0 2 1 Typical 5
## 678 1 0 3 1 Typical 5
## 680 1 1 3 1 Typical 7
## 681 1 0 3 1 Typical 6
## 682 1 0 3 1 Typical 6
## 683 1 0 2 1 Typical 4
## 684 1 0 3 1 Typical 6
## 685 1 0 3 1 Typical 6
## 686 2 0 4 1 Typical 6
## 687 1 0 3 1 Typical 6
## 688 1 1 4 1 Typical 8
## 689 1 0 2 1 Good 4
## 690 1 0 3 1 Typical 6
## 691 1 0 2 1 Typical 5
## 692 1 0 3 1 Typical 5
## 693 1 1 2 1 Typical 5
## 694 1 0 3 1 Good 6
## 695 2 0 4 2 Typical 12
## 696 1 1 3 1 Typical 5
## 697 1 1 3 1 Good 6
## 698 2 0 3 1 Typical 7
## 699 1 1 3 1 Typical 7
## 700 2 0 4 2 Typical 11
## 702 2 0 4 2 Typical 10
## 703 1 1 3 1 Typical 6
## 704 1 0 3 1 Typical 6
## 705 1 0 2 1 Typical 4
## 706 1 1 3 1 Typical 6
## 707 2 0 3 2 Good 7
## 709 1 0 1 1 Typical 4
## 711 1 0 2 1 Typical 4
## 712 1 0 2 1 Typical 5
## 713 2 0 2 3 Typical 8
## 714 2 0 3 1 Good 7
## 715 1 1 2 1 Typical 5
## 717 1 1 4 1 Good 8
## 718 2 0 3 1 Excellent 8
## 719 1 0 3 1 Excellent 5
## 720 1 1 4 1 Good 8
## 721 1 0 2 1 Typical 5
## 722 1 0 3 1 Typical 7
## 724 1 0 2 1 Typical 7
## 726 1 0 4 1 Good 8
## 727 1 0 2 1 Typical 4
## 728 1 0 2 1 Typical 5
## 729 1 1 3 1 Good 6
## 730 1 0 3 1 Good 6
## 731 2 1 3 1 Excellent 5
## 732 2 0 3 1 Typical 7
## 734 1 0 3 1 Typical 6
## 735 1 0 2 1 Typical 4
## 736 1 0 3 1 Typical 5
## 737 1 0 4 1 Typical 6
## 738 1 0 3 1 Typical 6
## 739 1 0 2 1 Typical 4
## 740 1 0 2 1 Fair 5
## 741 1 1 3 1 Typical 5
## 742 1 0 3 1 Good 6
## 744 1 0 2 1 Typical 5
## 745 1 0 2 1 Typical 5
## 746 2 0 3 1 Typical 6
## 747 1 0 2 1 Typical 5
## 748 2 0 5 1 Good 10
## 749 1 0 3 1 Good 8
## 750 2 0 3 1 Typical 8
## 751 1 1 4 1 Excellent 7
## 752 2 0 3 1 Typical 8
## 755 2 0 4 1 Typical 8
## 756 1 0 2 1 Typical 5
## 757 1 0 3 1 Good 7
## 758 2 1 6 1 Typical 9
## 759 1 0 3 1 Typical 4
## 760 1 0 1 1 Good 5
## 761 1 1 3 1 Typical 7
## 762 1 0 2 1 Fair 4
## 763 3 0 3 1 Typical 5
## 764 3 0 3 1 Typical 5
## 765 2 0 2 2 Typical 6
## 767 2 0 3 1 Typical 6
## 769 2 0 3 1 Typical 6
## 770 1 0 3 1 Typical 5
## 771 2 1 3 1 Typical 7
## 772 1 1 3 1 Typical 6
## 773 1 0 3 1 Good 5
## 774 1 0 3 1 Typical 5
## 775 1 0 2 1 Typical 5
## 776 1 0 2 1 Typical 4
## 777 1 0 3 1 Typical 6
## 778 2 0 4 1 Typical 8
## 779 1 0 3 1 Typical 6
## 780 1 1 4 1 Typical 9
## 782 1 0 5 1 Typical 8
## 783 1 0 1 1 Excellent 5
## 784 1 0 3 1 Typical 6
## 785 1 0 1 1 Typical 4
## 786 1 0 2 1 Typical 7
## 787 2 0 4 1 Typical 8
## 788 1 0 2 1 Typical 6
## 789 1 0 3 1 Typical 7
## 790 1 0 2 1 Typical 5
## 792 1 1 3 1 Good 6
## 793 1 0 2 1 Typical 4
## 794 1 0 3 1 Typical 5
## 795 1 0 3 1 Typical 5
## 796 2 0 2 1 Good 5
## 797 1 1 3 1 Typical 8
## 798 1 0 2 1 Typical 6
## 800 1 1 1 1 Good 4
## 801 1 1 2 1 Good 5
## 802 1 1 1 1 Good 5
## 803 2 0 3 1 Good 7
## 804 2 1 3 1 Good 7
## 805 2 1 3 1 Good 8
## 806 2 1 3 1 Good 8
## 807 1 0 4 1 Typical 7
## 808 2 0 4 2 Typical 8
## 809 0 2 2 2 Typical 6
## 810 2 0 6 2 Typical 8
## 811 2 0 4 2 Typical 8
## 812 2 0 4 2 Typical 8
## 813 2 0 6 2 Typical 12
## 814 0 2 2 2 Good 6
## 815 2 0 4 2 Typical 8
## 816 4 2 6 2 Typical 8
## 817 4 2 6 2 Typical 8
## 818 4 2 6 2 Typical 8
## 819 1 1 1 1 Excellent 8
## 820 2 0 3 1 Good 7
## 821 2 0 3 1 Excellent 8
## 822 2 0 3 1 Excellent 8
## 823 2 0 3 1 Good 6
## 824 2 1 3 1 Good 7
## 825 2 0 3 1 Good 7
## 826 2 0 2 1 Excellent 7
## 827 2 1 3 1 Good 8
## 828 2 0 2 1 Good 6
## 829 2 0 2 1 Good 5
## 830 2 0 2 1 Good 6
## 831 2 0 3 1 Good 7
## 832 2 1 3 1 Good 7
## 833 2 0 2 1 Good 5
## 834 2 1 3 1 Good 7
## 835 2 1 3 1 Typical 7
## 836 1 0 3 1 Good 6
## 837 1 0 3 1 Typical 5
## 838 2 1 3 1 Good 7
## 840 2 0 3 1 Typical 5
## 841 1 1 3 1 Typical 6
## 842 1 0 3 1 Typical 5
## 843 2 1 3 1 Good 6
## 844 2 0 3 1 Good 6
## 845 2 0 3 1 Good 6
## 846 2 1 3 1 Typical 7
## 847 2 1 3 1 Good 7
## 848 2 0 3 1 Good 6
## 849 2 1 3 1 Good 6
## 850 2 0 3 1 Good 6
## 851 2 0 3 1 Good 6
## 852 2 0 3 1 Good 6
## 853 2 0 3 1 Typical 5
## 854 1 0 3 1 Typical 5
## 855 1 0 2 1 Typical 5
## 856 2 0 3 1 Good 5
## 857 1 0 3 1 Typical 6
## 858 1 1 3 1 Good 5
## 859 1 0 3 1 Typical 5
## 860 1 0 2 1 Typical 6
## 861 1 0 2 1 Typical 5
## 862 1 0 2 1 Typical 5
## 863 2 0 3 1 Good 6
## 864 2 1 4 1 Good 8
## 865 2 0 3 1 Excellent 7
## 866 2 1 3 1 Excellent 7
## 867 2 1 3 1 Excellent 8
## 868 2 1 3 1 Good 6
## 869 2 1 3 1 Good 6
## 870 2 0 2 1 Good 5
## 871 2 0 3 1 Good 6
## 872 2 0 3 1 Good 7
## 873 2 0 3 1 Good 7
## 874 2 1 3 1 Good 8
## 875 2 1 2 1 Good 7
## 876 2 0 3 1 Good 6
## 877 2 0 3 1 Good 6
## 878 1 0 1 1 Good 4
## 879 1 0 1 1 Good 4
## 880 2 0 3 1 Good 7
## 881 2 1 3 1 Good 7
## 882 2 0 3 1 Good 6
## 883 2 1 3 1 Good 7
## 884 2 1 3 1 Good 6
## 885 2 0 2 1 Good 5
## 886 1 0 3 1 Typical 7
## 887 1 0 2 1 Typical 3
## 888 3 0 4 1 Good 7
## 889 1 1 3 1 Typical 6
## 890 1 0 3 1 Typical 7
## 891 1 0 3 1 Typical 6
## 892 2 0 3 1 Excellent 8
## 894 1 0 2 1 Typical 4
## 895 1 0 3 1 Typical 5
## 896 1 0 3 1 Typical 6
## 898 1 0 2 1 Typical 4
## 900 2 0 6 2 Typical 10
## 901 1 0 2 1 Typical 7
## 902 1 0 3 1 Typical 5
## 904 1 0 3 1 Typical 6
## 905 2 0 3 1 Typical 6
## 906 1 1 3 1 Typical 7
## 907 1 0 3 1 Typical 6
## 908 1 0 1 1 Fair 3
## 909 2 0 3 1 Typical 7
## 911 1 1 3 1 Typical 6
## 912 2 0 4 1 Good 7
## 913 1 0 3 1 Good 6
## 914 2 1 3 1 Good 7
## 915 1 0 3 1 Good 6
## 917 2 0 3 1 Typical 6
## 918 1 0 3 1 Typical 6
## 919 1 1 3 1 Good 9
## 920 1 1 2 1 Typical 6
## 921 1 0 3 1 Good 7
## 922 1 1 2 1 Typical 7
## 923 1 0 2 1 Typical 5
## 924 1 0 2 1 Typical 5
## 925 1 1 3 1 Typical 7
## 926 2 1 5 2 Typical 13
## 927 1 0 2 1 Typical 6
## 928 1 1 3 1 Fair 7
## 929 2 0 3 1 Typical 6
## 931 1 0 3 1 Good 6
## 932 1 1 3 1 Typical 6
## 933 1 0 2 1 Typical 5
## 934 1 1 2 1 Good 5
## 935 1 1 2 1 Typical 5
## 936 1 1 2 1 Typical 5
## 937 2 1 3 1 Typical 6
## 938 2 0 3 1 Excellent 7
## 939 2 0 3 1 Good 5
## 940 1 0 3 1 Typical 6
## 941 2 0 5 1 Good 11
## 942 1 0 3 1 Typical 6
## 945 2 0 2 1 Excellent 5
## 947 2 1 3 1 Good 7
## 948 1 1 1 1 Good 6
## 949 2 0 3 1 Good 7
## 950 2 1 3 1 Good 7
## 951 1 0 2 1 Typical 5
## 952 1 1 2 1 Typical 5
## 953 2 0 4 2 Good 8
## 954 2 0 3 1 Good 6
## 955 2 0 2 1 Typical 5
## 957 2 0 3 1 Typical 8
## 958 2 0 2 1 Excellent 6
## 959 2 1 3 1 Good 6
## 960 2 0 3 1 Excellent 9
## 961 2 0 3 1 Excellent 7
## 962 2 0 3 1 Good 7
## 963 2 0 3 1 Good 6
## 964 2 1 3 1 Good 7
## 965 2 1 3 1 Good 7
## 966 2 0 2 1 Good 6
## 967 2 1 3 1 Good 9
## 968 2 0 2 1 Excellent 8
## 969 2 0 2 1 Excellent 7
## 970 1 0 3 1 Good 6
## 971 1 0 3 1 Typical 9
## 972 2 0 2 1 Typical 5
## 973 2 0 2 1 Typical 5
## 974 1 0 2 1 Typical 5
## 975 1 0 3 1 Typical 5
## 976 1 0 1 1 Good 3
## 977 2 0 3 1 Typical 7
## 978 1 0 1 1 Typical 3
## 979 1 1 3 1 Typical 6
## 980 1 1 3 1 Typical 6
## 981 1 0 2 1 Typical 4
## 982 1 0 2 1 Typical 5
## 983 1 0 1 1 Good 4
## 984 1 0 3 1 Typical 5
## 985 1 0 2 1 Typical 5
## 987 1 1 3 1 Typical 6
## 988 2 0 2 1 Good 5
## 989 1 1 4 1 Typical 7
## 990 1 0 3 1 Typical 6
## 991 2 1 4 1 Typical 7
## 992 2 1 4 1 Typical 9
## 993 2 1 3 1 Typical 7
## 994 2 1 3 1 Typical 7
## 995 2 1 3 1 Typical 7
## 996 2 1 3 1 Typical 7
## 997 2 1 3 1 Typical 7
## 998 2 0 3 1 Good 7
## 999 2 1 3 1 Typical 6
## 1000 1 1 0 1 Excellent 5
## 1001 1 1 1 1 Good 6
## 1002 2 0 2 1 Good 5
## 1003 2 0 2 1 Good 5
## 1004 2 1 3 1 Typical 7
## 1005 2 1 3 1 Typical 7
## 1006 2 1 3 1 Typical 8
## 1007 2 1 3 1 Good 7
## 1008 2 1 3 1 Good 7
## 1009 2 0 2 1 Good 5
## 1010 2 0 2 1 Good 5
## 1011 3 1 5 1 Excellent 9
## 1012 2 1 4 1 Excellent 11
## 1013 2 0 2 1 Excellent 7
## 1016 2 1 3 1 Typical 6
## 1017 2 1 3 1 Typical 7
## 1018 2 0 2 1 Excellent 6
## 1019 2 0 3 1 Good 7
## 1020 2 0 3 1 Typical 6
## 1021 2 0 3 1 Good 7
## 1022 2 0 3 1 Good 6
## 1023 2 1 4 1 Typical 11
## 1024 2 0 3 1 Good 6
## 1025 2 0 3 1 Excellent 6
## 1026 2 1 3 1 Typical 7
## 1027 1 1 3 1 Typical 7
## 1029 2 0 3 1 Typical 7
## 1030 2 0 2 1 Typical 5
## 1031 2 1 4 1 Typical 8
## 1032 1 1 3 1 Good 5
## 1033 2 1 4 1 Good 9
## 1034 2 2 4 2 Typical 8
## 1035 1 1 3 1 Typical 6
## 1036 1 0 2 1 Typical 4
## 1037 1 0 3 1 Typical 5
## 1038 1 0 3 1 Typical 5
## 1039 2 0 2 1 Good 5
## 1040 1 1 2 1 Typical 5
## 1041 1 1 2 1 Typical 5
## 1042 1 1 2 1 Typical 5
## 1043 1 1 2 1 Typical 5
## 1044 1 1 2 1 Typical 4
## 1045 1 1 2 1 Typical 5
## 1046 2 1 3 1 Typical 6
## 1047 2 0 2 1 Typical 4
## 1048 2 1 4 1 Typical 7
## 1049 2 0 2 1 Typical 4
## 1050 1 0 3 1 Typical 5
## 1051 2 0 2 1 Excellent 7
## 1052 2 1 3 1 Excellent 9
## 1054 2 1 3 1 Excellent 11
## 1055 2 0 3 1 Good 7
## 1056 2 0 2 1 Good 6
## 1057 2 1 4 1 Excellent 9
## 1058 2 0 2 1 Excellent 7
## 1059 2 1 4 1 Excellent 9
## 1060 2 1 4 1 Excellent 10
## 1061 2 1 3 1 Excellent 9
## 1062 2 1 4 1 Good 10
## 1063 2 1 4 1 Excellent 9
## 1065 2 1 3 1 Excellent 10
## 1066 2 1 3 1 Good 8
## 1067 2 0 2 1 Good 7
## 1068 2 1 4 1 Good 10
## 1069 2 1 4 1 Good 9
## 1070 2 0 2 1 Excellent 7
## 1071 1 1 1 1 Excellent 7
## 1072 2 0 2 1 Good 6
## 1073 1 1 1 1 Excellent 6
## 1074 2 0 2 1 Excellent 6
## 1075 2 0 2 1 Excellent 6
## 1076 2 0 2 1 Good 6
## 1077 2 0 2 1 Good 6
## 1078 2 1 2 1 Good 6
## 1079 2 1 2 1 Good 6
## 1080 2 0 2 1 Good 6
## 1081 2 0 2 1 Good 6
## 1082 2 0 2 1 Good 7
## 1083 2 0 2 1 Good 7
## 1084 2 0 2 1 Good 6
## 1085 2 0 2 1 Good 5
## 1086 2 1 3 1 Good 8
## 1087 2 1 3 1 Typical 8
## 1088 2 0 2 1 Good 5
## 1089 2 1 3 1 Good 8
## 1090 2 1 3 1 Good 7
## 1091 2 1 4 1 Good 9
## 1092 2 0 2 1 Good 6
## 1093 2 1 3 1 Typical 8
## 1094 2 1 3 1 Typical 8
## 1095 2 1 3 1 Good 8
## 1096 2 1 3 1 Good 6
## 1097 2 1 4 1 Typical 8
## 1098 2 1 3 1 Typical 7
## 1099 2 1 3 1 Good 9
## 1100 2 1 4 1 Good 8
## 1101 2 1 4 1 Good 9
## 1102 2 1 4 1 Excellent 8
## 1103 2 0 2 1 Good 5
## 1104 2 1 4 1 Good 12
## 1105 2 1 4 1 Good 9
## 1106 2 1 2 1 Good 7
## 1107 2 1 3 1 Good 9
## 1109 2 1 3 1 Good 5
## 1110 2 0 2 1 Good 7
## 1111 2 0 3 1 Good 7
## 1112 2 1 4 1 Good 9
## 1113 2 0 3 1 Good 7
## 1114 2 0 3 1 Good 7
## 1115 2 0 2 1 Excellent 6
## 1116 2 0 3 1 Good 6
## 1117 2 0 3 1 Excellent 6
## 1118 3 0 3 1 Good 7
## 1119 2 1 3 1 Good 8
## 1120 2 0 3 1 Good 6
## 1121 2 0 3 1 Good 6
## 1122 2 0 3 1 Good 6
## 1123 2 0 3 1 Good 6
## 1124 2 1 3 1 Good 7
## 1125 2 1 3 1 Good 9
## 1126 2 1 3 1 Good 9
## 1127 2 1 3 1 Excellent 8
## 1128 2 1 3 1 Good 7
## 1129 2 0 3 1 Good 7
## 1130 2 0 2 1 Good 6
## 1131 2 1 3 1 Good 7
## 1132 1 0 3 1 Good 6
## 1133 2 1 3 1 Good 7
## 1134 2 1 3 1 Good 8
## 1135 1 0 3 1 Good 6
## 1136 1 1 3 1 Good 6
## 1137 1 0 3 1 Good 6
## 1138 2 1 3 1 Good 6
## 1139 2 0 3 1 Good 6
## 1140 2 1 3 1 Good 6
## 1141 2 1 3 1 Good 7
## 1142 2 0 3 1 Good 7
## 1143 2 1 3 1 Good 6
## 1144 2 1 3 1 Good 7
## 1145 2 1 3 1 Good 7
## 1146 2 0 3 1 Good 6
## 1148 2 0 2 1 Good 5
## 1149 2 0 2 1 Good 5
## 1150 1 0 3 1 Typical 5
## 1151 1 0 2 1 Typical 4
## 1152 1 0 3 1 Good 5
## 1153 1 0 3 1 Typical 5
## 1154 1 0 3 1 Typical 5
## 1155 1 0 3 1 Good 5
## 1156 2 0 3 1 Typical 6
## 1157 2 0 4 1 Typical 5
## 1158 2 1 4 1 Good 9
## 1159 2 1 4 1 Good 10
## 1160 2 0 2 1 Good 5
## 1161 2 1 2 1 Good 5
## 1162 2 0 1 1 Good 5
## 1163 2 1 2 1 Good 5
## 1164 2 0 2 1 Good 5
## 1165 2 0 2 1 Good 5
## 1166 2 1 3 1 Typical 6
## 1167 2 1 3 1 Typical 6
## 1168 2 0 2 1 Excellent 5
## 1169 1 1 1 1 Good 5
## 1170 1 1 2 1 Excellent 5
## 1171 2 0 2 1 Excellent 5
## 1172 2 0 2 1 Good 5
## 1173 2 1 2 1 Good 4
## 1174 2 1 3 1 Good 5
## 1175 2 1 3 1 Typical 7
## 1176 2 1 3 1 Good 7
## 1177 2 1 3 1 Good 7
## 1178 2 1 2 1 Excellent 7
## 1179 1 1 1 1 Excellent 4
## 1180 1 1 1 1 Good 4
## 1182 2 0 3 1 Typical 6
## 1183 2 2 3 1 Good 9
## 1185 2 1 3 1 Typical 7
## 1186 2 0 3 1 Typical 7
## 1187 2 0 4 1 Typical 7
## 1188 1 1 4 1 Typical 8
## 1189 2 0 3 1 Good 5
## 1190 2 0 4 1 Good 8
## 1191 2 0 4 2 Typical 8
## 1192 2 1 4 1 Typical 9
## 1193 1 1 4 1 Typical 7
## 1194 1 0 2 1 Good 5
## 1195 1 0 3 1 Typical 5
## 1196 2 0 6 2 Typical 10
## 1197 2 0 6 2 Typical 10
## 1198 2 0 4 2 Typical 8
## 1199 1 1 4 1 Typical 7
## 1200 3 1 4 1 Good 11
## 1201 2 1 4 1 Good 8
## 1202 1 1 4 1 Good 7
## 1203 1 0 3 1 Excellent 6
## 1204 2 1 4 1 Typical 9
## 1205 1 0 2 1 Typical 6
## 1206 1 0 3 1 Typical 5
## 1207 1 0 2 1 Typical 4
## 1208 2 0 3 1 Typical 6
## 1209 2 0 3 1 Typical 7
## 1210 1 1 3 1 Typical 6
## 1211 1 0 3 1 Typical 5
## 1212 1 0 3 1 Typical 6
## 1213 2 0 3 1 Good 6
## 1215 1 0 3 1 Typical 5
## 1216 1 1 3 1 Good 5
## 1217 1 0 3 1 Good 7
## 1218 1 0 3 1 Typical 6
## 1219 1 0 3 1 Good 6
## 1223 1 0 2 1 Typical 5
## 1224 2 0 3 1 Good 6
## 1225 1 0 3 1 Typical 6
## 1226 1 0 3 1 Good 7
## 1227 1 0 3 1 Good 8
## 1228 1 0 3 1 Typical 5
## 1229 1 2 4 1 Good 8
## 1230 1 1 3 1 Typical 6
## 1231 1 0 3 1 Typical 6
## 1232 1 1 3 1 Good 7
## 1233 1 0 3 1 Typical 6
## 1234 2 1 4 1 Good 9
## 1235 1 0 3 1 Typical 6
## 1236 1 1 3 1 Typical 6
## 1237 1 0 3 1 Typical 6
## 1238 1 0 3 1 Typical 6
## 1239 2 0 2 1 Good 7
## 1240 1 0 3 1 Typical 6
## 1241 1 0 3 1 Typical 5
## 1242 1 0 2 1 Typical 6
## 1243 1 1 3 1 Typical 6
## 1244 1 0 3 1 Typical 5
## 1245 1 0 3 1 Typical 5
## 1246 1 0 2 1 Good 4
## 1247 1 1 3 1 Typical 6
## 1248 1 0 2 1 Typical 5
## 1249 2 0 3 1 Typical 6
## 1250 1 0 2 1 Typical 4
## 1251 1 0 2 1 Typical 4
## 1253 1 0 2 1 Typical 6
## 1254 2 0 5 2 Typical 9
## 1255 1 0 1 1 Typical 3
## 1256 1 0 3 1 Typical 5
## 1257 1 1 3 1 Typical 6
## 1258 1 0 2 1 Typical 4
## 1259 1 0 3 1 Typical 7
## 1260 2 0 3 2 Typical 7
## 1261 1 1 4 1 Typical 8
## 1262 1 1 3 1 Typical 5
## 1264 1 1 2 1 Typical 5
## 1265 1 0 3 1 Typical 5
## 1266 2 0 4 1 Good 9
## 1267 1 0 3 1 Good 5
## 1268 1 0 2 1 Typical 5
## 1269 1 0 3 1 Typical 7
## 1270 2 0 4 1 Typical 7
## 1271 1 1 3 1 Good 6
## 1272 1 0 3 1 Typical 6
## 1273 1 1 3 1 Typical 6
## 1274 2 0 3 1 Typical 5
## 1275 1 0 2 1 Typical 4
## 1276 1 0 2 1 Good 4
## 1277 1 0 4 1 Typical 6
## 1278 2 0 6 2 Typical 10
## 1279 1 1 3 1 Typical 6
## 1280 1 0 2 1 Typical 4
## 1281 1 1 4 1 Typical 8
## 1282 1 1 4 1 Typical 7
## 1283 1 0 3 1 Typical 6
## 1284 1 0 3 1 Typical 7
## 1286 2 0 3 1 Good 8
## 1287 1 0 3 1 Typical 6
## 1288 1 0 2 1 Typical 6
## 1289 2 0 5 1 Typical 8
## 1290 1 0 2 1 Typical 4
## 1291 1 1 4 1 Good 7
## 1292 2 0 3 2 Typical 9
## 1293 2 1 3 1 Good 6
## 1294 2 0 2 1 Typical 8
## 1295 1 0 2 1 Excellent 6
## 1296 1 0 2 1 Good 5
## 1298 1 0 2 1 Typical 5
## 1299 1 0 3 1 Good 5
## 1300 1 0 2 1 Typical 5
## 1301 1 0 2 1 Good 6
## 1302 1 0 3 1 Typical 5
## 1303 1 0 1 1 Typical 3
## 1304 1 0 3 1 Typical 5
## 1305 1 0 2 1 Typical 4
## 1309 1 1 4 1 Typical 7
## 1310 1 0 3 1 Typical 7
## 1311 1 0 4 1 Typical 7
## 1312 1 0 2 1 Typical 5
## 1315 1 1 3 1 Good 7
## 1316 2 0 3 1 Good 7
## 1317 2 0 3 2 Typical 7
## 1318 2 0 3 1 Typical 9
## 1320 1 0 2 1 Typical 5
## 1323 2 0 5 1 Typical 10
## 1324 1 0 2 1 Fair 5
## 1325 2 0 4 1 Typical 7
## 1326 1 0 2 1 Typical 4
## 1327 1 0 2 1 Typical 5
## 1328 1 0 2 1 Typical 5
## 1331 2 0 3 1 Typical 6
## 1332 1 0 2 1 Good 5
## 1333 1 0 3 1 Good 6
## 1334 1 1 3 1 Typical 6
## 1335 1 1 3 1 Good 6
## 1336 1 0 2 1 Typical 5
## 1337 1 0 3 1 Typical 5
## 1338 2 0 3 1 Typical 5
## Functional Fireplaces Fireplace_Qu Garage_Type Garage_Finish
## 1 Typ 2 Good Attchd Fin
## 2 Typ 0 No_Fireplace Attchd Unf
## 4 Typ 2 Typical Attchd Fin
## 5 Typ 1 Typical Attchd Fin
## 6 Typ 1 Good Attchd Fin
## 7 Typ 0 No_Fireplace Attchd Fin
## 8 Typ 0 No_Fireplace Attchd RFn
## 9 Typ 1 Typical Attchd RFn
## 10 Typ 1 Typical Attchd Fin
## 11 Typ 1 Typical Attchd Fin
## 12 Typ 0 No_Fireplace Attchd Fin
## 13 Typ 1 Good Attchd Fin
## 14 Typ 1 Poor Attchd Unf
## 15 Typ 0 No_Fireplace Attchd RFn
## 16 Mod 1 Good BuiltIn Fin
## 19 Typ 0 No_Fireplace Detchd Unf
## 20 Min1 2 Typical Attchd Unf
## 21 Typ 1 Typical Attchd RFn
## 22 Typ 2 Typical Attchd RFn
## 23 Typ 0 No_Fireplace Attchd RFn
## 24 Typ 1 Typical Attchd Fin
## 25 Typ 1 Fair Attchd Fin
## 26 Typ 1 Fair Attchd Unf
## 27 Typ 0 No_Fireplace Attchd Fin
## 29 Typ 1 Fair Attchd Fin
## 30 Typ 0 No_Fireplace Detchd Unf
## 31 Typ 0 No_Fireplace Detchd Unf
## 32 Typ 0 No_Fireplace Detchd Unf
## 33 Typ 1 Fair Attchd RFn
## 34 Typ 1 Typical Attchd Unf
## 35 Typ 0 No_Fireplace Attchd Unf
## 36 Typ 1 Typical Attchd Unf
## 37 Typ 1 Good Attchd Fin
## 38 Typ 1 Good Attchd RFn
## 39 Typ 1 Good Attchd Fin
## 40 Typ 0 No_Fireplace Attchd RFn
## 41 Typ 1 Good Attchd RFn
## 42 Typ 1 Good Attchd Fin
## 43 Typ 1 Good Attchd RFn
## 44 Typ 0 No_Fireplace Attchd RFn
## 45 Typ 2 Good Attchd Fin
## 46 Typ 1 Good Attchd RFn
## 47 Typ 2 Good Attchd Fin
## 48 Typ 1 Excellent Attchd Fin
## 49 Typ 1 Good Attchd RFn
## 50 Typ 1 Good Attchd RFn
## 51 Typ 0 No_Fireplace BuiltIn RFn
## 52 Typ 0 No_Fireplace Attchd Fin
## 53 Typ 0 No_Fireplace Attchd Fin
## 54 Typ 1 Typical Attchd Fin
## 55 Typ 1 Good BuiltIn Fin
## 56 Typ 2 Typical BuiltIn Fin
## 57 Typ 1 Good BuiltIn Fin
## 58 Typ 1 Typical BuiltIn Fin
## 59 Typ 1 Good BuiltIn Fin
## 60 Typ 1 Typical BuiltIn Fin
## 61 Typ 1 Typical Attchd Fin
## 62 Typ 1 Typical Attchd Fin
## 63 Typ 2 Typical Attchd RFn
## 64 Typ 1 Good Attchd Fin
## 65 Typ 0 No_Fireplace Attchd Fin
## 66 Typ 1 Excellent Attchd Fin
## 67 Typ 1 Good Attchd RFn
## 68 Typ 0 No_Fireplace Attchd RFn
## 70 Typ 0 No_Fireplace Attchd RFn
## 71 Typ 1 Good Attchd RFn
## 72 Typ 1 Good Attchd Fin
## 73 Typ 0 No_Fireplace BuiltIn RFn
## 74 Typ 0 No_Fireplace Attchd RFn
## 75 Typ 2 Fair Attchd RFn
## 76 Typ 1 Typical Attchd RFn
## 77 Typ 1 Typical Attchd RFn
## 78 Typ 1 Typical Attchd Unf
## 79 Typ 0 No_Fireplace Attchd Unf
## 81 Typ 0 No_Fireplace Attchd Unf
## 82 Typ 1 Typical Attchd Unf
## 83 Typ 0 No_Fireplace Detchd Unf
## 84 Typ 0 No_Fireplace Attchd Unf
## 85 Min2 0 No_Fireplace Detchd Unf
## 86 Typ 1 Good Detchd Unf
## 87 Typ 0 No_Fireplace Detchd Unf
## 88 Typ 0 No_Fireplace Attchd Fin
## 89 Typ 0 No_Fireplace Detchd Unf
## 91 Typ 1 Typical Attchd RFn
## 92 Typ 1 Typical Attchd RFn
## 93 Typ 1 Typical Attchd RFn
## 94 Typ 1 Good Attchd Fin
## 95 Typ 0 No_Fireplace Attchd RFn
## 96 Typ 0 No_Fireplace Detchd RFn
## 97 Typ 0 No_Fireplace Detchd RFn
## 98 Typ 0 No_Fireplace Detchd RFn
## 99 Typ 0 No_Fireplace Detchd RFn
## 100 Typ 1 Good Attchd Fin
## 101 Typ 0 No_Fireplace Detchd Unf
## 102 Typ 0 No_Fireplace Detchd Unf
## 103 Typ 0 No_Fireplace Detchd Unf
## 104 Typ 0 No_Fireplace Attchd RFn
## 106 Typ 1 Typical Attchd RFn
## 109 Typ 0 No_Fireplace Attchd RFn
## 110 Typ 1 Good Attchd RFn
## 111 Typ 0 No_Fireplace Attchd RFn
## 112 Typ 1 Typical Attchd Unf
## 113 Typ 2 Typical Attchd RFn
## 114 Typ 1 Typical Attchd RFn
## 115 Typ 1 Typical Attchd Unf
## 116 Typ 1 Typical Attchd RFn
## 117 Typ 0 No_Fireplace Attchd RFn
## 118 Typ 0 No_Fireplace Attchd RFn
## 119 Typ 2 Good Attchd Unf
## 120 Typ 0 No_Fireplace No_Garage No_Garage
## 121 Typ 0 No_Fireplace Attchd RFn
## 122 Typ 0 No_Fireplace Attchd RFn
## 123 Typ 0 No_Fireplace Attchd Unf
## 124 Typ 1 Good Attchd RFn
## 125 Typ 0 No_Fireplace Attchd RFn
## 127 Typ 0 No_Fireplace Attchd Unf
## 128 Min2 2 Good Detchd Unf
## 129 Typ 1 Good Attchd Unf
## 130 Typ 0 No_Fireplace No_Garage No_Garage
## 132 Typ 0 No_Fireplace Attchd RFn
## 133 Typ 2 Good Basment RFn
## 134 Typ 1 Good Attchd Fin
## 135 Typ 1 Good Attchd Unf
## 136 Typ 0 No_Fireplace Detchd Unf
## 137 Min1 1 Good Attchd RFn
## 138 Mod 1 Good Attchd Fin
## 139 Typ 0 No_Fireplace Attchd Unf
## 140 Typ 0 No_Fireplace Attchd RFn
## 141 Typ 0 No_Fireplace Attchd RFn
## 142 Typ 1 Good Attchd RFn
## 143 Typ 0 No_Fireplace Attchd RFn
## 144 Typ 0 No_Fireplace Attchd RFn
## 145 Typ 0 No_Fireplace Attchd RFn
## 146 Typ 2 Good Attchd Unf
## 147 Typ 0 No_Fireplace Attchd RFn
## 148 Typ 2 Good Attchd Unf
## 149 Typ 0 No_Fireplace Attchd Unf
## 150 Typ 0 No_Fireplace Detchd Unf
## 151 Typ 0 No_Fireplace Attchd Unf
## 152 Typ 0 No_Fireplace Attchd Unf
## 153 Typ 0 No_Fireplace Detchd Unf
## 154 Typ 0 No_Fireplace Detchd Unf
## 155 Mod 1 Poor Detchd Unf
## 156 Typ 0 No_Fireplace Attchd Unf
## 157 Typ 0 No_Fireplace Attchd Fin
## 158 Typ 1 Good Attchd Unf
## 159 Typ 0 No_Fireplace Detchd Unf
## 160 Typ 1 Good Detchd Fin
## 162 Typ 0 No_Fireplace Detchd Unf
## 163 Typ 0 No_Fireplace Attchd RFn
## 164 Typ 0 No_Fireplace Detchd Unf
## 165 Typ 0 No_Fireplace Detchd Unf
## 166 Typ 0 No_Fireplace Attchd Unf
## 167 Typ 0 No_Fireplace Detchd RFn
## 168 Min1 1 Typical Attchd RFn
## 169 Typ 1 Typical Attchd Unf
## 170 Min2 2 Good Basment Unf
## 171 Min2 0 No_Fireplace No_Garage No_Garage
## 172 Typ 1 Good No_Garage No_Garage
## 173 Typ 1 Good Detchd Unf
## 174 Typ 0 No_Fireplace Detchd Unf
## 175 Typ 0 No_Fireplace Detchd Unf
## 176 Typ 0 No_Fireplace Attchd Unf
## 177 Typ 2 Good Attchd Unf
## 178 Typ 0 No_Fireplace Detchd Unf
## 179 Typ 0 No_Fireplace Detchd Unf
## 180 Typ 1 Good Detchd Unf
## 181 Typ 0 No_Fireplace Detchd Unf
## 183 Typ 0 No_Fireplace Detchd Unf
## 184 Typ 0 No_Fireplace Detchd Unf
## 185 Typ 0 No_Fireplace Detchd Unf
## 186 Typ 0 No_Fireplace Detchd Unf
## 188 Typ 0 No_Fireplace Attchd Unf
## 189 Typ 0 No_Fireplace Detchd Unf
## 190 Typ 0 No_Fireplace Detchd Unf
## 191 Min1 0 No_Fireplace Detchd Unf
## 192 Typ 0 No_Fireplace Detchd Unf
## 193 Typ 1 Good Detchd Unf
## 194 Typ 0 No_Fireplace Detchd Unf
## 195 Typ 0 No_Fireplace Detchd Unf
## 196 Typ 2 Good Detchd Unf
## 197 Min2 2 Fair Detchd Unf
## 198 Typ 0 No_Fireplace Detchd Unf
## 199 Typ 0 No_Fireplace Detchd Fin
## 200 Typ 1 Good Detchd Unf
## 201 Typ 1 Good Detchd Unf
## 202 Typ 0 No_Fireplace Detchd Unf
## 203 Typ 1 Typical Detchd Unf
## 204 Typ 0 No_Fireplace No_Garage No_Garage
## 205 Typ 0 No_Fireplace Detchd Unf
## 208 Typ 1 Poor Detchd Unf
## 209 Typ 2 Typical Attchd Unf
## 210 Typ 2 Good Attchd Unf
## 212 Typ 0 No_Fireplace No_Garage No_Garage
## 213 Typ 0 No_Fireplace Detchd Unf
## 215 Typ 1 Good Detchd Unf
## 216 Typ 0 No_Fireplace No_Garage No_Garage
## 217 Typ 0 No_Fireplace No_Garage No_Garage
## 218 Typ 0 No_Fireplace No_Garage No_Garage
## 219 Typ 0 No_Fireplace Attchd Unf
## 220 Mod 1 Good Detchd Unf
## 221 Typ 1 Fair Detchd Unf
## 222 Typ 1 Typical Attchd Unf
## 223 Typ 0 No_Fireplace Detchd Unf
## 224 Typ 0 No_Fireplace Attchd Fin
## 225 Typ 0 No_Fireplace Detchd Unf
## 226 Typ 2 Typical Attchd Fin
## 227 Typ 2 Typical Attchd Unf
## 228 Typ 1 Typical Attchd Fin
## 229 Typ 0 No_Fireplace Attchd RFn
## 230 Typ 2 Typical Attchd RFn
## 231 Typ 0 No_Fireplace Detchd Unf
## 232 Min2 0 No_Fireplace Attchd Unf
## 234 Typ 1 Typical Attchd Fin
## 235 Typ 1 Good Attchd RFn
## 236 Typ 0 No_Fireplace Basment Unf
## 237 Typ 1 Typical Attchd Unf
## 238 Typ 0 No_Fireplace Attchd Unf
## 239 Typ 1 Typical Detchd Unf
## 240 Typ 0 No_Fireplace Attchd Fin
## 241 Typ 0 No_Fireplace Attchd RFn
## 243 Typ 0 No_Fireplace Detchd Unf
## 244 Typ 0 No_Fireplace Detchd Unf
## 245 Typ 1 Typical Attchd Fin
## 246 Typ 2 Typical Attchd RFn
## 247 Typ 1 Good More_Than_Two_Types RFn
## 248 Typ 1 Typical Attchd Fin
## 249 Typ 0 No_Fireplace Attchd Unf
## 250 Typ 0 No_Fireplace Attchd RFn
## 251 Typ 0 No_Fireplace Attchd RFn
## 252 Typ 0 No_Fireplace Attchd RFn
## 253 Typ 0 No_Fireplace Attchd RFn
## 254 Typ 2 Typical Attchd Unf
## 255 Typ 0 No_Fireplace Detchd Unf
## 256 Typ 0 No_Fireplace Attchd Unf
## 257 Typ 0 No_Fireplace Attchd Unf
## 258 Typ 1 Typical Attchd RFn
## 259 Typ 0 No_Fireplace Attchd RFn
## 260 Typ 0 No_Fireplace Attchd Unf
## 261 Typ 0 No_Fireplace Attchd Fin
## 262 Typ 0 No_Fireplace Attchd Unf
## 263 Typ 0 No_Fireplace Detchd Unf
## 264 Typ 1 Good Attchd RFn
## 265 Typ 1 Typical Attchd RFn
## 266 Typ 1 Typical Attchd RFn
## 267 Typ 1 Typical Attchd Fin
## 268 Typ 0 No_Fireplace Attchd RFn
## 269 Typ 0 No_Fireplace Attchd Fin
## 270 Typ 0 No_Fireplace Attchd RFn
## 271 Typ 1 Typical Attchd Fin
## 272 Typ 0 No_Fireplace Attchd RFn
## 273 Typ 0 No_Fireplace Attchd RFn
## 274 Min1 0 No_Fireplace Detchd Unf
## 277 Typ 0 No_Fireplace Attchd RFn
## 278 Typ 0 No_Fireplace Detchd Unf
## 279 Typ 1 Fair Detchd Unf
## 280 Typ 1 Typical Detchd Unf
## 281 Typ 0 No_Fireplace No_Garage No_Garage
## 282 Typ 0 No_Fireplace Attchd RFn
## 283 Typ 1 Good Detchd Unf
## 285 Min2 1 Good Basment Unf
## 286 Typ 1 Good Detchd Unf
## 287 Typ 0 No_Fireplace Detchd Unf
## 288 Typ 0 No_Fireplace Detchd Unf
## 289 Typ 1 Good Detchd Unf
## 290 Typ 1 Good Detchd Unf
## 293 Min2 1 Good Detchd Unf
## 294 Typ 2 Typical Attchd Unf
## 295 Typ 0 No_Fireplace Detchd Unf
## 296 Typ 2 Good Attchd RFn
## 297 Typ 2 Typical Attchd Fin
## 298 Typ 0 No_Fireplace BuiltIn RFn
## 299 Typ 1 Typical Attchd Fin
## 300 Typ 1 Typical Attchd Unf
## 301 Typ 2 Typical Attchd Fin
## 302 Typ 0 No_Fireplace Detchd Unf
## 304 Typ 0 No_Fireplace Detchd Unf
## 305 Typ 0 No_Fireplace Detchd RFn
## 306 Typ 0 No_Fireplace Detchd RFn
## 307 Typ 0 No_Fireplace Basment Unf
## 308 Typ 0 No_Fireplace Detchd RFn
## 309 Typ 1 Good Attchd Fin
## 310 Typ 1 Typical Attchd Unf
## 311 Typ 1 Fair Attchd Unf
## 312 Typ 0 No_Fireplace Attchd Fin
## 313 Typ 0 No_Fireplace Attchd Unf
## 314 Typ 0 No_Fireplace More_Than_Two_Types Unf
## 315 Min1 2 Typical Detchd Unf
## 316 Typ 1 Typical Attchd Fin
## 317 Typ 0 No_Fireplace Attchd RFn
## 318 Typ 0 No_Fireplace BuiltIn Fin
## 319 Typ 1 Good BuiltIn Fin
## 320 Typ 1 Good BuiltIn Fin
## 321 Typ 0 No_Fireplace Attchd Fin
## 322 Typ 1 Good Attchd Fin
## 323 Typ 1 Typical Attchd Unf
## 324 Typ 0 No_Fireplace Attchd RFn
## 325 Typ 0 No_Fireplace No_Garage No_Garage
## 326 Typ 1 Good Attchd Unf
## 327 Typ 0 No_Fireplace Attchd RFn
## 328 Typ 1 Poor Attchd RFn
## 329 Typ 0 No_Fireplace Attchd Unf
## 330 Typ 0 No_Fireplace No_Garage No_Garage
## 331 Typ 0 No_Fireplace No_Garage No_Garage
## 332 Typ 0 No_Fireplace No_Garage No_Garage
## 333 Typ 0 No_Fireplace Attchd Unf
## 334 Typ 0 No_Fireplace Detchd Unf
## 335 Typ 0 No_Fireplace Attchd Unf
## 336 Typ 0 No_Fireplace Attchd Unf
## 338 Typ 0 No_Fireplace Detchd Unf
## 339 Typ 0 No_Fireplace Attchd Fin
## 340 Typ 2 Typical Attchd Unf
## 341 Typ 1 Fair Attchd Fin
## 342 Typ 0 No_Fireplace Attchd Unf
## 343 Typ 1 Good Attchd RFn
## 344 Typ 3 Typical Attchd Fin
## 345 Typ 1 Typical Attchd Fin
## 346 Typ 1 Good BuiltIn Fin
## 347 Typ 1 Typical BuiltIn Fin
## 348 Typ 2 Good Attchd Fin
## 349 Typ 1 Typical BuiltIn Fin
## 350 Typ 1 Good Attchd Fin
## 351 Typ 1 Excellent Attchd Fin
## 352 Typ 0 No_Fireplace Attchd Fin
## 353 Typ 0 No_Fireplace Attchd RFn
## 354 Typ 1 Typical BuiltIn Fin
## 355 Typ 1 Typical Attchd Fin
## 356 Typ 1 Typical Attchd Fin
## 357 Typ 1 Typical Attchd RFn
## 358 Typ 1 Typical BuiltIn Fin
## 359 Typ 1 Typical Attchd Fin
## 360 Typ 1 Typical Attchd Unf
## 361 Typ 1 Typical BuiltIn RFn
## 362 Typ 1 Typical Attchd Fin
## 363 Typ 0 No_Fireplace Attchd RFn
## 364 Typ 1 Typical Attchd Fin
## 365 Typ 0 No_Fireplace Attchd RFn
## 366 Typ 1 Excellent Attchd RFn
## 367 Typ 1 Good Attchd Fin
## 368 Typ 1 Good Attchd Fin
## 369 Typ 1 Good Attchd Fin
## 370 Typ 1 Typical Attchd Unf
## 371 Typ 1 Typical Attchd RFn
## 372 Typ 1 Typical Attchd Unf
## 373 Typ 1 Typical Attchd Fin
## 374 Typ 1 Typical Attchd Fin
## 376 Typ 1 Typical Attchd RFn
## 377 Typ 1 Typical BuiltIn RFn
## 378 Typ 2 Typical Attchd Unf
## 379 Typ 1 Typical Attchd Fin
## 381 Typ 1 Typical Attchd RFn
## 382 Typ 1 Typical Attchd RFn
## 383 Typ 1 Typical Attchd Unf
## 384 Typ 1 Excellent Attchd RFn
## 385 Typ 0 No_Fireplace BuiltIn Fin
## 387 Typ 1 Good Attchd RFn
## 388 Typ 2 Fair Attchd RFn
## 389 Typ 1 Typical Attchd RFn
## 390 Typ 1 Typical Attchd Unf
## 391 Typ 1 Typical Attchd RFn
## 392 Typ 1 Typical Attchd RFn
## 393 Typ 0 No_Fireplace No_Garage No_Garage
## 394 Typ 0 No_Fireplace Detchd Unf
## 395 Typ 0 No_Fireplace Detchd RFn
## 396 Typ 0 No_Fireplace Attchd RFn
## 397 Typ 0 No_Fireplace Attchd Unf
## 398 Typ 0 No_Fireplace Detchd Unf
## 399 Typ 0 No_Fireplace Detchd Unf
## 400 Typ 0 No_Fireplace Detchd Unf
## 401 Typ 0 No_Fireplace Detchd Unf
## 402 Typ 0 No_Fireplace Detchd Unf
## 403 Typ 0 No_Fireplace Detchd Unf
## 404 Min1 0 No_Fireplace Attchd Unf
## 405 Typ 0 No_Fireplace Detchd Unf
## 406 Typ 0 No_Fireplace Detchd Unf
## 407 Typ 0 No_Fireplace Detchd Unf
## 408 Typ 0 No_Fireplace Detchd Unf
## 409 Typ 0 No_Fireplace Attchd RFn
## 410 Typ 1 Typical Detchd RFn
## 411 Typ 1 Typical Attchd Unf
## 412 Typ 1 Fair Attchd RFn
## 413 Typ 1 Fair Attchd Unf
## 414 Typ 1 Typical Attchd Unf
## 415 Typ 1 Typical Detchd Unf
## 416 Typ 1 Typical Attchd Unf
## 417 Typ 1 Typical Attchd Fin
## 418 Typ 0 No_Fireplace Attchd Unf
## 419 Typ 0 No_Fireplace Attchd RFn
## 420 Typ 1 Typical Attchd RFn
## 421 Typ 1 Good Attchd Fin
## 422 Typ 3 Good BuiltIn Fin
## 423 Typ 2 Good BuiltIn Fin
## 424 Typ 2 Good Attchd Fin
## 425 Typ 2 Excellent Attchd Fin
## 426 Typ 1 Good Attchd RFn
## 427 Typ 1 Good Attchd RFn
## 428 Typ 1 Good Attchd RFn
## 429 Typ 1 Good Attchd Fin
## 430 Typ 1 Good Attchd RFn
## 431 Typ 1 Good Attchd Fin
## 434 Typ 1 Good BuiltIn RFn
## 435 Typ 1 Good Attchd RFn
## 436 Typ 2 Good Attchd Fin
## 437 Typ 1 Good BuiltIn Fin
## 438 Typ 1 Good Attchd RFn
## 440 Typ 1 Good Attchd Fin
## 441 Typ 1 Good Attchd Fin
## 442 Typ 1 Good Attchd Fin
## 443 Typ 1 Good Attchd Fin
## 444 Typ 1 Good Attchd Fin
## 445 Typ 1 Good Attchd RFn
## 446 Typ 1 Good Attchd Fin
## 447 Typ 0 No_Fireplace Attchd RFn
## 448 Typ 1 Excellent Attchd Fin
## 449 Typ 1 Good Attchd Fin
## 450 Typ 1 Good BuiltIn Fin
## 451 Typ 1 Good Attchd RFn
## 452 Typ 1 Good Attchd RFn
## 453 Typ 1 Good Attchd RFn
## 454 Typ 1 Good Attchd RFn
## 455 Typ 1 Good Attchd RFn
## 456 Typ 1 Good Attchd RFn
## 457 Typ 1 Excellent Attchd Fin
## 458 Typ 1 Good Attchd Fin
## 459 Typ 1 Good Attchd Fin
## 460 Typ 1 Good Attchd RFn
## 461 Typ 1 Good Attchd RFn
## 462 Typ 1 Good Attchd Fin
## 463 Typ 1 Typical Attchd RFn
## 464 Typ 0 No_Fireplace BuiltIn RFn
## 465 Typ 1 Good Attchd Fin
## 466 Typ 1 Good Attchd Fin
## 467 Typ 1 Good Attchd Fin
## 468 Typ 1 Good BuiltIn Fin
## 469 Typ 1 Typical Attchd Fin
## 470 Typ 1 Typical Attchd RFn
## 471 Typ 1 Typical Attchd Fin
## 472 Typ 1 Good Attchd Fin
## 473 Typ 1 Good Attchd Fin
## 474 Typ 1 Good Attchd Fin
## 475 Typ 1 Good Attchd Fin
## 477 Typ 1 Good BuiltIn Fin
## 478 Typ 1 Good BuiltIn Fin
## 479 Typ 1 Typical BuiltIn Fin
## 480 Typ 1 Good Attchd Fin
## 481 Typ 1 Good Attchd Fin
## 482 Typ 1 Typical Attchd Fin
## 484 Typ 1 Typical BuiltIn Fin
## 485 Typ 1 Good BuiltIn Fin
## 486 Typ 1 Typical BuiltIn RFn
## 487 Typ 0 No_Fireplace BuiltIn Fin
## 488 Typ 1 Typical Attchd Fin
## 489 Typ 1 Typical Attchd Fin
## 490 Typ 1 Typical BuiltIn RFn
## 492 Typ 1 Typical BuiltIn Fin
## 494 Typ 1 Typical BuiltIn Fin
## 495 Typ 1 Good Attchd RFn
## 496 Typ 1 Typical Attchd Fin
## 497 Typ 2 Typical BuiltIn RFn
## 498 Typ 1 Typical Attchd Fin
## 499 Typ 1 Typical Attchd Fin
## 500 Typ 1 Typical Attchd RFn
## 501 Typ 2 Good Attchd Fin
## 502 Typ 1 Typical Attchd RFn
## 503 Typ 1 Typical Attchd Fin
## 504 Typ 1 Typical Attchd RFn
## 505 Typ 1 Typical Attchd RFn
## 506 Typ 1 Good BuiltIn Fin
## 507 Typ 1 Good Attchd Fin
## 508 Typ 0 No_Fireplace Attchd RFn
## 509 Typ 1 Good Attchd Fin
## 510 Typ 1 Good Attchd Fin
## 511 Typ 1 Good Attchd RFn
## 512 Typ 1 Good Attchd Fin
## 513 Typ 1 Good Attchd RFn
## 515 Typ 1 Typical Attchd RFn
## 516 Typ 0 No_Fireplace Attchd RFn
## 517 Typ 0 No_Fireplace Attchd Fin
## 518 Typ 0 No_Fireplace Attchd Fin
## 519 Typ 0 No_Fireplace Attchd RFn
## 520 Typ 0 No_Fireplace Attchd RFn
## 521 Typ 1 Good Attchd RFn
## 522 Typ 1 Good Attchd Fin
## 523 Typ 1 Good Attchd RFn
## 524 Typ 1 Excellent Attchd Fin
## 525 Typ 1 Good Attchd Fin
## 526 Typ 1 Good Attchd RFn
## 527 Typ 0 No_Fireplace Attchd Fin
## 528 Typ 1 Good Attchd Fin
## 529 Typ 1 Good Attchd RFn
## 530 Typ 1 Good BuiltIn Fin
## 531 Typ 0 No_Fireplace Attchd RFn
## 532 Typ 0 No_Fireplace Attchd RFn
## 533 Typ 0 No_Fireplace Attchd RFn
## 534 Typ 0 No_Fireplace Detchd RFn
## 535 Typ 0 No_Fireplace Detchd RFn
## 536 Typ 0 No_Fireplace No_Garage No_Garage
## 537 Typ 0 No_Fireplace BuiltIn RFn
## 538 Typ 0 No_Fireplace Attchd RFn
## 539 Typ 0 No_Fireplace Attchd RFn
## 540 Typ 0 No_Fireplace Detchd Unf
## 541 Typ 0 No_Fireplace No_Garage No_Garage
## 542 Typ 0 No_Fireplace Detchd Unf
## 543 Typ 0 No_Fireplace Attchd RFn
## 544 Typ 1 Typical Attchd RFn
## 545 Typ 1 Good Attchd Fin
## 546 Typ 1 Typical Attchd RFn
## 547 Typ 0 No_Fireplace Attchd RFn
## 548 Typ 1 Typical Attchd RFn
## 549 Typ 0 No_Fireplace Attchd RFn
## 550 Typ 0 No_Fireplace Attchd RFn
## 551 Typ 0 No_Fireplace Attchd RFn
## 552 Typ 2 Typical Attchd Unf
## 553 Typ 0 No_Fireplace CarPort Unf
## 554 Typ 0 No_Fireplace Detchd Unf
## 555 Typ 0 No_Fireplace Detchd Unf
## 556 Typ 0 No_Fireplace Detchd Unf
## 557 Typ 0 No_Fireplace Detchd Unf
## 558 Typ 0 No_Fireplace Attchd Unf
## 560 Typ 0 No_Fireplace Attchd RFn
## 561 Typ 1 Typical Attchd RFn
## 562 Typ 1 Poor Detchd Unf
## 563 Typ 0 No_Fireplace Attchd Unf
## 564 Maj1 2 Good Attchd RFn
## 565 Typ 1 Typical Attchd Unf
## 566 Mod 1 Typical BuiltIn Fin
## 567 Typ 0 No_Fireplace Detchd RFn
## 568 Typ 0 No_Fireplace Detchd RFn
## 569 Typ 1 Good Attchd Fin
## 570 Typ 1 Good Attchd Fin
## 571 Typ 0 No_Fireplace Detchd Unf
## 572 Typ 0 No_Fireplace Detchd Unf
## 573 Typ 0 No_Fireplace Detchd Unf
## 574 Typ 0 No_Fireplace Attchd Fin
## 575 Typ 1 Good Attchd Fin
## 577 Typ 0 No_Fireplace Attchd RFn
## 578 Typ 1 Good Attchd Unf
## 579 Min1 1 Typical Attchd Unf
## 580 Typ 0 No_Fireplace Attchd Unf
## 581 Typ 1 Typical Attchd RFn
## 582 Typ 1 Good Attchd RFn
## 583 Typ 2 Typical Attchd RFn
## 584 Typ 2 Typical Attchd RFn
## 585 Typ 1 Typical Attchd Unf
## 586 Typ 1 Typical Attchd RFn
## 587 Typ 1 Good Attchd RFn
## 588 Typ 1 Fair Attchd RFn
## 589 Typ 0 No_Fireplace Attchd Unf
## 590 Typ 2 Typical Attchd RFn
## 591 Typ 1 Typical Attchd RFn
## 592 Maj1 1 Typical Attchd Fin
## 593 Typ 0 No_Fireplace Attchd Fin
## 594 Typ 0 No_Fireplace Attchd Fin
## 595 Typ 0 No_Fireplace Attchd Unf
## 596 Typ 0 No_Fireplace Detchd Unf
## 597 Typ 1 Typical Attchd RFn
## 598 Typ 1 Good Attchd RFn
## 599 Typ 1 Good Attchd Unf
## 600 Typ 1 Poor Detchd Unf
## 601 Typ 0 No_Fireplace Detchd Unf
## 603 Typ 1 Good Attchd RFn
## 604 Min1 1 Good Detchd Unf
## 605 Typ 0 No_Fireplace Detchd Unf
## 606 Typ 0 No_Fireplace Attchd RFn
## 607 Typ 1 Typical Attchd RFn
## 608 Typ 2 Good Detchd Unf
## 609 Typ 1 Poor Attchd RFn
## 610 Typ 1 Typical Attchd Fin
## 611 Typ 1 Fair Attchd RFn
## 612 Typ 0 No_Fireplace Attchd RFn
## 613 Typ 1 Poor BuiltIn Fin
## 614 Typ 0 No_Fireplace Attchd RFn
## 615 Typ 0 No_Fireplace No_Garage No_Garage
## 616 Typ 1 Typical Detchd Unf
## 617 Typ 1 Typical Attchd RFn
## 619 Typ 2 Good Attchd Fin
## 620 Typ 0 No_Fireplace Attchd Unf
## 621 Min2 0 No_Fireplace Attchd Unf
## 622 Typ 1 Good Attchd Unf
## 623 Mod 0 No_Fireplace Detchd Unf
## 624 Typ 1 Typical Attchd RFn
## 625 Typ 2 Good Attchd RFn
## 626 Typ 2 Good Attchd Unf
## 627 Typ 3 Fair Attchd Unf
## 628 Typ 1 Good Attchd Fin
## 630 Typ 1 Good Attchd Unf
## 631 Typ 0 No_Fireplace Attchd RFn
## 632 Typ 2 Good Attchd RFn
## 633 Typ 2 Good Attchd Unf
## 634 Typ 0 No_Fireplace Attchd Unf
## 635 Min1 1 Good Attchd RFn
## 636 Typ 0 No_Fireplace Attchd Unf
## 637 Typ 0 No_Fireplace Attchd RFn
## 638 Typ 0 No_Fireplace Attchd Unf
## 639 Typ 2 Good Attchd Unf
## 640 Typ 1 Typical Attchd Unf
## 641 Typ 1 Typical Attchd Fin
## 642 Typ 0 No_Fireplace Detchd Unf
## 643 Typ 0 No_Fireplace Attchd Unf
## 644 Min2 0 No_Fireplace Attchd Unf
## 645 Typ 0 No_Fireplace Basment Unf
## 646 Typ 1 Typical Detchd Unf
## 647 Min1 2 Typical CarPort Unf
## 648 Typ 0 No_Fireplace Detchd Unf
## 649 Typ 0 No_Fireplace Attchd Unf
## 650 Typ 0 No_Fireplace Attchd Fin
## 652 Typ 1 Good Attchd Unf
## 653 Typ 0 No_Fireplace Attchd Fin
## 654 Typ 1 Good Detchd Unf
## 655 Typ 0 No_Fireplace Attchd Unf
## 656 Min2 0 No_Fireplace Detchd Unf
## 657 Typ 0 No_Fireplace Detchd Unf
## 658 Typ 0 No_Fireplace Detchd Unf
## 659 Typ 0 No_Fireplace Detchd Unf
## 660 Typ 0 No_Fireplace Detchd Unf
## 661 Min2 1 Typical Detchd Unf
## 662 Typ 0 No_Fireplace Detchd Unf
## 663 Typ 0 No_Fireplace No_Garage No_Garage
## 665 Typ 0 No_Fireplace Detchd Fin
## 666 Typ 0 No_Fireplace Detchd Unf
## 667 Typ 0 No_Fireplace Attchd RFn
## 668 Typ 0 No_Fireplace Attchd Unf
## 669 Min1 1 Poor Attchd RFn
## 670 Typ 0 No_Fireplace Detchd Unf
## 671 Typ 0 No_Fireplace Detchd Unf
## 672 Typ 0 No_Fireplace Detchd Unf
## 673 Typ 0 No_Fireplace Detchd Unf
## 674 Typ 2 Good Attchd Unf
## 675 Typ 1 Good Basment RFn
## 678 Typ 0 No_Fireplace Detchd Unf
## 680 Min1 0 No_Fireplace Attchd Unf
## 681 Typ 0 No_Fireplace Attchd RFn
## 682 Min1 0 No_Fireplace Attchd Unf
## 683 Typ 0 No_Fireplace Detchd Unf
## 684 Typ 0 No_Fireplace Attchd RFn
## 685 Typ 0 No_Fireplace Attchd Unf
## 686 Typ 0 No_Fireplace Detchd Unf
## 687 Typ 0 No_Fireplace Detchd Unf
## 688 Typ 0 No_Fireplace Attchd Unf
## 689 Typ 0 No_Fireplace Attchd Unf
## 690 Typ 1 Fair Attchd RFn
## 691 Typ 0 No_Fireplace Detchd Unf
## 692 Typ 0 No_Fireplace Detchd Unf
## 693 Typ 0 No_Fireplace Detchd Unf
## 694 Typ 0 No_Fireplace Detchd Unf
## 695 Typ 0 No_Fireplace Detchd Unf
## 696 Typ 0 No_Fireplace Detchd Unf
## 697 Typ 0 No_Fireplace Detchd Unf
## 698 Typ 0 No_Fireplace No_Garage No_Garage
## 699 Typ 1 Good Detchd Unf
## 700 Min2 0 No_Fireplace Attchd RFn
## 702 Typ 0 No_Fireplace Detchd Unf
## 703 Typ 2 Good Detchd Unf
## 704 Typ 0 No_Fireplace No_Garage No_Garage
## 705 Min2 0 No_Fireplace Detchd Unf
## 706 Typ 0 No_Fireplace Detchd Unf
## 707 Typ 0 No_Fireplace BuiltIn Unf
## 709 Typ 0 No_Fireplace Detchd Unf
## 711 Typ 0 No_Fireplace Attchd Unf
## 712 Typ 0 No_Fireplace Detchd Unf
## 713 Typ 0 No_Fireplace No_Garage No_Garage
## 714 Typ 0 No_Fireplace Detchd Unf
## 715 Typ 0 No_Fireplace Detchd Unf
## 717 Typ 1 Good Detchd Unf
## 718 Typ 0 No_Fireplace Detchd Unf
## 719 Typ 1 Good Attchd Unf
## 720 Typ 1 Good Attchd Unf
## 721 Typ 1 Good No_Garage No_Garage
## 722 Typ 0 No_Fireplace Detchd Unf
## 724 Typ 0 No_Fireplace Detchd Unf
## 726 Typ 0 No_Fireplace Detchd Unf
## 727 Typ 0 No_Fireplace No_Garage No_Garage
## 728 Typ 0 No_Fireplace No_Garage No_Garage
## 729 Typ 1 Typical Attchd RFn
## 730 Typ 1 Good BuiltIn Unf
## 731 Typ 0 No_Fireplace Detchd Unf
## 732 Typ 1 Good Detchd Unf
## 734 Typ 0 No_Fireplace Detchd Unf
## 735 Typ 0 No_Fireplace Detchd Unf
## 736 Typ 1 Fair Detchd Unf
## 737 Typ 1 Good Detchd Unf
## 738 Typ 0 No_Fireplace Attchd Fin
## 739 Typ 0 No_Fireplace Detchd Unf
## 740 Min1 0 No_Fireplace Detchd Unf
## 741 Typ 0 No_Fireplace Detchd Unf
## 742 Typ 0 No_Fireplace Detchd Unf
## 744 Typ 0 No_Fireplace Detchd Unf
## 745 Typ 0 No_Fireplace Detchd Unf
## 746 Typ 1 Good Detchd Unf
## 747 Typ 0 No_Fireplace Detchd Unf
## 748 Typ 0 No_Fireplace Detchd Unf
## 749 Typ 0 No_Fireplace Detchd Unf
## 750 Typ 0 No_Fireplace Detchd Unf
## 751 Min2 1 Good Attchd Unf
## 752 Min2 0 No_Fireplace Detchd Unf
## 755 Typ 0 No_Fireplace Attchd Unf
## 756 Typ 0 No_Fireplace Detchd Unf
## 757 Typ 0 No_Fireplace Attchd Unf
## 758 Typ 0 No_Fireplace No_Garage No_Garage
## 759 Typ 0 No_Fireplace Detchd Unf
## 760 Min2 0 No_Fireplace No_Garage No_Garage
## 761 Typ 0 No_Fireplace Detchd Unf
## 762 Typ 0 No_Fireplace CarPort Unf
## 763 Typ 0 No_Fireplace No_Garage No_Garage
## 764 Typ 0 No_Fireplace No_Garage No_Garage
## 765 Typ 0 No_Fireplace Detchd Unf
## 767 Typ 0 No_Fireplace Detchd Unf
## 769 Min2 1 Typical Attchd RFn
## 770 Typ 0 No_Fireplace Detchd Unf
## 771 Typ 1 Typical Attchd RFn
## 772 Typ 1 Poor Attchd Fin
## 773 Typ 0 No_Fireplace Attchd Fin
## 774 Typ 1 Fair Basment Fin
## 775 Typ 0 No_Fireplace Detchd Unf
## 776 Typ 0 No_Fireplace Detchd Unf
## 777 Typ 1 Poor Attchd Unf
## 778 Typ 1 Typical Attchd Unf
## 779 Typ 1 Typical Attchd RFn
## 780 Typ 1 Typical Attchd Unf
## 782 Min2 2 Typical Attchd Unf
## 783 Typ 2 Good Attchd Unf
## 784 Typ 0 No_Fireplace Attchd RFn
## 785 Typ 0 No_Fireplace Detchd Unf
## 786 Typ 3 Good Attchd Fin
## 787 Min2 1 Good Attchd Unf
## 788 Mod 0 No_Fireplace Attchd Unf
## 789 Typ 1 Good Attchd Unf
## 790 Typ 0 No_Fireplace Attchd Unf
## 792 Typ 1 Good Detchd Unf
## 793 Typ 0 No_Fireplace Attchd Unf
## 794 Typ 1 Good Detchd RFn
## 795 Typ 0 No_Fireplace Detchd Unf
## 796 Typ 0 No_Fireplace Attchd Fin
## 797 Min2 1 Good Attchd Unf
## 798 Typ 0 No_Fireplace Detchd Unf
## 800 Typ 0 No_Fireplace Attchd Unf
## 801 Min2 1 Poor Attchd Unf
## 802 Min2 1 Good BuiltIn Fin
## 803 Typ 1 Typical Attchd RFn
## 804 Typ 1 Typical Attchd Unf
## 805 Typ 1 Typical Attchd RFn
## 806 Typ 1 Typical Attchd RFn
## 807 Mod 1 Typical Attchd Unf
## 808 Typ 0 No_Fireplace Attchd Unf
## 809 Typ 2 Typical Detchd Unf
## 810 Typ 0 No_Fireplace Detchd Unf
## 811 Typ 0 No_Fireplace Attchd Unf
## 812 Typ 0 No_Fireplace Attchd Unf
## 813 Typ 0 No_Fireplace Detchd Unf
## 814 Typ 2 Typical Detchd Unf
## 815 Typ 0 No_Fireplace Attchd Unf
## 816 Typ 2 Typical BuiltIn Fin
## 817 Typ 2 Typical BuiltIn Fin
## 818 Typ 2 Typical BuiltIn Fin
## 819 Typ 1 Good Attchd Fin
## 820 Typ 1 Good Attchd RFn
## 821 Typ 1 Good Attchd RFn
## 822 Typ 1 Good Attchd RFn
## 823 Typ 1 Good Attchd RFn
## 824 Typ 0 No_Fireplace Attchd RFn
## 825 Typ 2 Good Attchd RFn
## 826 Typ 0 No_Fireplace Attchd Fin
## 827 Typ 1 Good Attchd RFn
## 828 Typ 1 Good Attchd RFn
## 829 Typ 0 No_Fireplace Attchd RFn
## 830 Typ 0 No_Fireplace Attchd RFn
## 831 Typ 1 Good Attchd Fin
## 832 Typ 1 Good Attchd Fin
## 833 Typ 1 Typical Attchd Fin
## 834 Typ 1 Typical Attchd Unf
## 835 Min2 0 No_Fireplace Attchd Fin
## 836 Typ 0 No_Fireplace Detchd Unf
## 837 Typ 0 No_Fireplace Attchd RFn
## 838 Typ 0 No_Fireplace Attchd RFn
## 840 Typ 0 No_Fireplace Attchd Fin
## 841 Typ 0 No_Fireplace Attchd Unf
## 842 Typ 0 No_Fireplace Detchd Unf
## 843 Typ 0 No_Fireplace Attchd RFn
## 844 Typ 0 No_Fireplace Attchd RFn
## 845 Typ 0 No_Fireplace Attchd Fin
## 846 Typ 1 Typical Attchd RFn
## 847 Typ 0 No_Fireplace Attchd RFn
## 848 Typ 0 No_Fireplace Attchd RFn
## 849 Typ 0 No_Fireplace Attchd RFn
## 850 Typ 0 No_Fireplace Attchd RFn
## 851 Typ 0 No_Fireplace Attchd RFn
## 852 Typ 1 Typical Attchd RFn
## 853 Typ 0 No_Fireplace No_Garage No_Garage
## 854 Typ 0 No_Fireplace Attchd Unf
## 855 Typ 0 No_Fireplace Attchd Unf
## 856 Typ 0 No_Fireplace Detchd Unf
## 857 Typ 0 No_Fireplace Attchd Unf
## 858 Typ 0 No_Fireplace Detchd Unf
## 859 Typ 1 Fair Attchd Unf
## 860 Typ 0 No_Fireplace Detchd RFn
## 861 Typ 0 No_Fireplace Detchd Fin
## 862 Typ 0 No_Fireplace Detchd Unf
## 863 Typ 0 No_Fireplace Attchd RFn
## 864 Typ 1 Good BuiltIn RFn
## 865 Typ 1 Typical Attchd RFn
## 866 Typ 1 Typical BuiltIn RFn
## 867 Typ 2 Excellent Attchd Fin
## 868 Typ 0 No_Fireplace Attchd RFn
## 869 Typ 0 No_Fireplace Attchd RFn
## 870 Typ 1 Typical Attchd Fin
## 871 Typ 1 Typical Attchd Fin
## 872 Typ 1 Good Attchd Fin
## 873 Typ 1 Typical Attchd Unf
## 874 Typ 0 No_Fireplace Attchd RFn
## 875 Typ 1 Typical Attchd RFn
## 876 Typ 0 No_Fireplace Attchd RFn
## 877 Typ 1 Typical Attchd Unf
## 878 Typ 0 No_Fireplace Attchd Fin
## 879 Typ 0 No_Fireplace Attchd Fin
## 880 Typ 1 Good Attchd RFn
## 881 Typ 0 No_Fireplace Attchd RFn
## 882 Typ 0 No_Fireplace Attchd RFn
## 883 Typ 0 No_Fireplace Attchd Fin
## 884 Typ 1 Good BuiltIn Fin
## 885 Typ 0 No_Fireplace Detchd Fin
## 886 Typ 0 No_Fireplace Detchd Fin
## 887 Typ 1 Good Detchd Unf
## 888 Typ 1 Excellent BuiltIn RFn
## 889 Typ 0 No_Fireplace Attchd Fin
## 890 Min1 0 No_Fireplace More_Than_Two_Types Fin
## 891 Typ 1 Fair Detchd Unf
## 892 Typ 1 Good Attchd Fin
## 894 Typ 0 No_Fireplace No_Garage No_Garage
## 895 Typ 0 No_Fireplace Detchd Unf
## 896 Min1 0 No_Fireplace Attchd RFn
## 898 Typ 0 No_Fireplace No_Garage No_Garage
## 900 Typ 0 No_Fireplace No_Garage No_Garage
## 901 Min1 1 Typical Attchd Unf
## 902 Typ 0 No_Fireplace Basment Unf
## 904 Typ 2 Good Detchd Unf
## 905 Min2 0 No_Fireplace Detchd Unf
## 906 Typ 2 Good Basment Unf
## 907 Typ 0 No_Fireplace Detchd Unf
## 908 Typ 0 No_Fireplace Detchd Unf
## 909 Typ 1 Good Detchd Unf
## 911 Typ 1 Good Detchd Unf
## 912 Min2 2 Typical Detchd Unf
## 913 Typ 1 Good Detchd Unf
## 914 Typ 1 Good Detchd Unf
## 915 Typ 0 No_Fireplace Detchd RFn
## 917 Typ 1 Good Detchd Unf
## 918 Typ 1 Good Detchd Unf
## 919 Typ 2 Good Detchd Unf
## 920 Min2 2 Typical Detchd Unf
## 921 Typ 2 Good Attchd Unf
## 922 Min2 2 Typical Detchd Unf
## 923 Typ 0 No_Fireplace Attchd Unf
## 924 Typ 0 No_Fireplace Detchd Unf
## 925 Typ 1 Good Detchd Unf
## 926 Typ 2 Good Detchd Unf
## 927 Typ 1 Good Attchd Unf
## 928 Typ 1 Good Attchd Unf
## 929 Typ 1 Good Attchd Fin
## 931 Typ 1 Good Attchd Unf
## 932 Typ 2 Good Basment Unf
## 933 Typ 1 Typical Detchd Unf
## 934 Typ 1 Typical Attchd Fin
## 935 Typ 1 Typical Attchd Fin
## 936 Typ 1 Typical Attchd Fin
## 937 Typ 1 Typical BuiltIn Fin
## 938 Min1 2 Good Attchd Fin
## 939 Typ 1 Good Attchd Fin
## 940 Typ 0 No_Fireplace Detchd Unf
## 941 Typ 0 No_Fireplace Detchd Unf
## 942 Typ 0 No_Fireplace Detchd Unf
## 945 Typ 1 Good Attchd Fin
## 947 Typ 1 Typical BuiltIn Fin
## 948 Typ 1 Excellent Attchd RFn
## 949 Typ 1 Good Attchd Fin
## 950 Typ 1 Typical BuiltIn Fin
## 951 Typ 1 Typical Attchd Unf
## 952 Typ 2 Fair Attchd RFn
## 953 Typ 0 No_Fireplace Attchd Unf
## 954 Typ 0 No_Fireplace Attchd Unf
## 955 Typ 0 No_Fireplace Detchd Unf
## 957 Typ 2 Good Attchd RFn
## 958 Typ 1 Excellent Attchd Fin
## 959 Typ 0 No_Fireplace Attchd RFn
## 960 Typ 1 Excellent Attchd Fin
## 961 Typ 0 No_Fireplace Attchd Fin
## 962 Typ 0 No_Fireplace Attchd Fin
## 963 Typ 1 Typical Attchd Unf
## 964 Typ 1 Typical BuiltIn Fin
## 965 Min1 1 Fair Attchd Fin
## 966 Typ 0 No_Fireplace Attchd Fin
## 967 Typ 0 No_Fireplace Attchd Fin
## 968 Typ 1 Good Attchd Fin
## 969 Typ 1 Good Attchd Fin
## 970 Typ 0 No_Fireplace Attchd Unf
## 971 Min1 1 Typical Attchd Unf
## 972 Typ 0 No_Fireplace Attchd Fin
## 973 Typ 0 No_Fireplace Attchd Fin
## 974 Typ 0 No_Fireplace BuiltIn Unf
## 975 Typ 0 No_Fireplace Attchd RFn
## 976 Typ 0 No_Fireplace Attchd Unf
## 977 Typ 1 Poor Attchd Unf
## 978 Typ 0 No_Fireplace Attchd Unf
## 979 Typ 1 Typical No_Garage No_Garage
## 980 Typ 0 No_Fireplace Attchd RFn
## 981 Typ 0 No_Fireplace Detchd Unf
## 982 Typ 0 No_Fireplace Attchd Fin
## 983 Typ 1 Typical Attchd Fin
## 984 Typ 0 No_Fireplace No_Garage No_Garage
## 985 Typ 1 Fair Detchd Unf
## 987 Typ 0 No_Fireplace Detchd Unf
## 988 Typ 2 Typical Attchd RFn
## 989 Typ 1 Typical Attchd RFn
## 990 Min1 1 Typical Attchd Unf
## 991 Typ 2 Good Attchd Fin
## 992 Typ 2 Good Attchd Unf
## 993 Typ 1 Typical Attchd Fin
## 994 Typ 1 Typical BuiltIn Fin
## 995 Typ 0 No_Fireplace Attchd Fin
## 996 Typ 2 Typical Attchd Fin
## 997 Typ 1 Typical Attchd Fin
## 998 Typ 0 No_Fireplace Attchd Unf
## 999 Typ 1 Typical Attchd Unf
## 1000 Typ 1 Good Attchd Fin
## 1001 Min1 1 Typical Attchd Fin
## 1002 Typ 1 Typical Attchd RFn
## 1003 Typ 0 No_Fireplace Attchd RFn
## 1004 Typ 1 Typical Attchd Fin
## 1005 Typ 1 Typical Attchd Fin
## 1006 Typ 1 Typical Attchd Fin
## 1007 Typ 1 Typical Attchd Fin
## 1008 Typ 0 No_Fireplace Attchd Fin
## 1009 Typ 1 Good Attchd Fin
## 1010 Typ 1 Typical Attchd RFn
## 1011 Typ 1 Good BuiltIn Fin
## 1012 Typ 1 Good BuiltIn Fin
## 1013 Typ 1 Good Attchd Fin
## 1016 Typ 1 Typical Attchd RFn
## 1017 Typ 1 Typical Attchd Fin
## 1018 Typ 1 Excellent Attchd RFn
## 1019 Typ 1 Typical Attchd Fin
## 1020 Typ 0 No_Fireplace Attchd Unf
## 1021 Typ 2 Fair Attchd Fin
## 1022 Typ 1 Typical Attchd Fin
## 1023 Typ 1 Typical Attchd Fin
## 1024 Typ 1 Poor Attchd Fin
## 1025 Typ 0 No_Fireplace Attchd RFn
## 1026 Min1 1 Typical Attchd Unf
## 1027 Typ 0 No_Fireplace Detchd Unf
## 1029 Typ 1 Typical Attchd Fin
## 1030 Typ 1 Good Attchd Unf
## 1031 Typ 1 Good Attchd RFn
## 1032 Typ 1 Fair Attchd Unf
## 1033 Typ 1 Good Attchd RFn
## 1034 Typ 0 No_Fireplace Detchd Unf
## 1035 Typ 0 No_Fireplace Attchd Unf
## 1036 Typ 0 No_Fireplace Attchd Unf
## 1037 Typ 0 No_Fireplace Detchd Unf
## 1038 Typ 0 No_Fireplace Detchd Unf
## 1039 Typ 0 No_Fireplace Attchd Fin
## 1040 Typ 0 No_Fireplace Detchd Unf
## 1041 Typ 0 No_Fireplace Detchd Unf
## 1042 Typ 0 No_Fireplace Detchd Unf
## 1043 Typ 0 No_Fireplace Detchd Unf
## 1044 Typ 0 No_Fireplace Detchd Unf
## 1045 Typ 0 No_Fireplace Detchd Unf
## 1046 Typ 0 No_Fireplace Detchd Unf
## 1047 Typ 0 No_Fireplace Attchd RFn
## 1048 Typ 0 No_Fireplace Attchd RFn
## 1049 Typ 0 No_Fireplace Attchd Unf
## 1050 Typ 0 No_Fireplace Attchd RFn
## 1051 Typ 1 Good Attchd Fin
## 1052 Typ 1 Excellent BuiltIn Fin
## 1054 Typ 1 Good Attchd Fin
## 1055 Typ 0 No_Fireplace Attchd Fin
## 1056 Typ 1 Good Attchd RFn
## 1057 Typ 1 Excellent Attchd Fin
## 1058 Typ 1 Good Attchd Fin
## 1059 Typ 1 Good BuiltIn Fin
## 1060 Typ 1 Excellent BuiltIn Fin
## 1061 Typ 1 Good BuiltIn Fin
## 1062 Typ 1 Good BuiltIn Fin
## 1063 Typ 1 Good BuiltIn Fin
## 1065 Typ 2 Good BuiltIn Fin
## 1066 Typ 1 Good BuiltIn RFn
## 1067 Typ 1 Typical Attchd Fin
## 1068 Typ 1 Typical Attchd Fin
## 1069 Typ 1 Good BuiltIn Fin
## 1070 Typ 1 Good Attchd Fin
## 1071 Typ 1 Good Attchd Fin
## 1072 Typ 1 Good Attchd RFn
## 1073 Typ 1 Good Attchd RFn
## 1074 Typ 1 Excellent Attchd RFn
## 1075 Typ 1 Good Attchd RFn
## 1076 Typ 1 Good Attchd Fin
## 1077 Typ 1 Good Attchd RFn
## 1078 Typ 0 No_Fireplace BuiltIn RFn
## 1079 Typ 0 No_Fireplace BuiltIn RFn
## 1080 Typ 1 Good Attchd RFn
## 1081 Typ 1 Typical Attchd Fin
## 1082 Typ 1 Typical Attchd RFn
## 1083 Typ 1 Good Attchd Fin
## 1084 Typ 1 Good Attchd Fin
## 1085 Typ 1 Good Attchd Fin
## 1086 Typ 1 Good Attchd Fin
## 1087 Typ 1 Typical Attchd Fin
## 1088 Typ 0 No_Fireplace Attchd Fin
## 1089 Typ 0 No_Fireplace Attchd Fin
## 1090 Typ 1 Good BuiltIn Fin
## 1091 Typ 1 Good BuiltIn Fin
## 1092 Typ 1 Good Attchd RFn
## 1093 Typ 1 Typical Attchd Fin
## 1094 Typ 1 Typical Attchd RFn
## 1095 Typ 1 Good Attchd Fin
## 1096 Typ 1 Good Attchd Fin
## 1097 Typ 1 Typical BuiltIn Fin
## 1098 Typ 1 Typical BuiltIn Fin
## 1099 Typ 1 Typical Attchd Fin
## 1100 Typ 1 Typical Attchd Fin
## 1101 Typ 1 Typical Attchd RFn
## 1102 Typ 1 Typical BuiltIn RFn
## 1103 Typ 1 Typical Attchd Fin
## 1104 Typ 2 Typical Attchd RFn
## 1105 Typ 1 Typical Attchd RFn
## 1106 Typ 1 Typical Attchd Fin
## 1107 Typ 1 Typical Attchd RFn
## 1109 Typ 2 Typical Attchd RFn
## 1110 Typ 1 Typical Attchd Fin
## 1111 Typ 0 No_Fireplace Attchd RFn
## 1112 Typ 1 Good BuiltIn Fin
## 1113 Typ 1 Good Attchd RFn
## 1114 Typ 1 Good Attchd Unf
## 1115 Typ 1 Good Attchd Fin
## 1116 Typ 1 Good Attchd RFn
## 1117 Typ 0 No_Fireplace Attchd RFn
## 1118 Typ 1 Good BuiltIn RFn
## 1119 Typ 1 Good Attchd Fin
## 1120 Typ 1 Good Attchd Fin
## 1121 Typ 0 No_Fireplace Attchd RFn
## 1122 Typ 0 No_Fireplace Attchd Fin
## 1123 Typ 0 No_Fireplace Attchd Fin
## 1124 Typ 0 No_Fireplace Attchd RFn
## 1125 Typ 1 Good Attchd RFn
## 1126 Typ 1 Good Attchd Fin
## 1127 Typ 1 Good Attchd Fin
## 1128 Typ 0 No_Fireplace Attchd RFn
## 1129 Typ 1 Good Attchd Fin
## 1130 Typ 0 No_Fireplace Attchd Fin
## 1131 Typ 0 No_Fireplace Attchd RFn
## 1132 Typ 0 No_Fireplace No_Garage No_Garage
## 1133 Typ 0 No_Fireplace Attchd RFn
## 1134 Typ 0 No_Fireplace Attchd RFn
## 1135 Typ 0 No_Fireplace No_Garage No_Garage
## 1136 Typ 0 No_Fireplace Detchd Unf
## 1137 Typ 0 No_Fireplace Detchd Unf
## 1138 Typ 0 No_Fireplace Attchd RFn
## 1139 Typ 0 No_Fireplace Attchd Fin
## 1140 Typ 0 No_Fireplace Attchd RFn
## 1141 Typ 0 No_Fireplace Attchd RFn
## 1142 Typ 1 Fair Attchd RFn
## 1143 Typ 0 No_Fireplace Attchd RFn
## 1144 Typ 0 No_Fireplace Attchd RFn
## 1145 Typ 0 No_Fireplace Attchd Fin
## 1146 Typ 0 No_Fireplace Attchd RFn
## 1148 Typ 1 Fair Attchd RFn
## 1149 Typ 0 No_Fireplace Attchd RFn
## 1150 Typ 1 Typical Attchd RFn
## 1151 Typ 0 No_Fireplace Detchd Unf
## 1152 Typ 1 Typical Detchd Unf
## 1153 Typ 0 No_Fireplace Detchd Unf
## 1154 Typ 0 No_Fireplace Attchd Unf
## 1155 Typ 0 No_Fireplace Detchd Unf
## 1156 Typ 2 Typical Attchd Unf
## 1157 Typ 1 Good Detchd Unf
## 1158 Typ 2 Good Attchd RFn
## 1159 Typ 1 Excellent Attchd Fin
## 1160 Typ 0 No_Fireplace Attchd RFn
## 1161 Typ 0 No_Fireplace Detchd Fin
## 1162 Typ 0 No_Fireplace Attchd RFn
## 1163 Typ 0 No_Fireplace Detchd RFn
## 1164 Typ 0 No_Fireplace Detchd Unf
## 1165 Typ 0 No_Fireplace Detchd Unf
## 1166 Typ 0 No_Fireplace Detchd Unf
## 1167 Typ 0 No_Fireplace Detchd Unf
## 1168 Typ 1 Typical Attchd Fin
## 1169 Typ 1 Typical Attchd RFn
## 1170 Typ 1 Typical Attchd Fin
## 1171 Typ 1 Typical Attchd RFn
## 1172 Typ 1 Typical Attchd Fin
## 1173 Typ 0 No_Fireplace Detchd Unf
## 1174 Typ 0 No_Fireplace Detchd Unf
## 1175 Typ 1 Typical Attchd Fin
## 1176 Typ 0 No_Fireplace Detchd Unf
## 1177 Typ 0 No_Fireplace Detchd Unf
## 1178 Typ 1 Typical Attchd Fin
## 1179 Typ 2 Good Attchd Fin
## 1180 Typ 1 Fair Attchd Fin
## 1182 Typ 0 No_Fireplace Attchd Unf
## 1183 Typ 1 Good Attchd RFn
## 1185 Typ 1 Typical Attchd RFn
## 1186 Typ 1 Good Attchd Unf
## 1187 Typ 0 No_Fireplace Attchd RFn
## 1188 Typ 1 Typical Attchd RFn
## 1189 Typ 0 No_Fireplace Attchd RFn
## 1190 Typ 1 Good Attchd Unf
## 1191 Typ 0 No_Fireplace Detchd Unf
## 1192 Typ 1 Typical Attchd RFn
## 1193 Typ 0 No_Fireplace Attchd Unf
## 1194 Typ 0 No_Fireplace Detchd Unf
## 1195 Typ 0 No_Fireplace Detchd Unf
## 1196 Typ 0 No_Fireplace Detchd Unf
## 1197 Typ 0 No_Fireplace Detchd Unf
## 1198 Typ 0 No_Fireplace Detchd Unf
## 1199 Typ 0 No_Fireplace Attchd Fin
## 1200 Typ 2 Typical BuiltIn Fin
## 1201 Typ 1 Typical Attchd RFn
## 1202 Typ 0 No_Fireplace Attchd Unf
## 1203 Typ 0 No_Fireplace Attchd RFn
## 1204 Typ 1 Good Attchd RFn
## 1205 Typ 0 No_Fireplace Attchd RFn
## 1206 Typ 0 No_Fireplace Detchd Unf
## 1207 Typ 0 No_Fireplace Detchd Unf
## 1208 Typ 0 No_Fireplace Attchd RFn
## 1209 Typ 1 Good Attchd RFn
## 1210 Typ 0 No_Fireplace Attchd RFn
## 1211 Typ 1 Good Attchd RFn
## 1212 Typ 0 No_Fireplace Attchd RFn
## 1213 Typ 1 Good Attchd RFn
## 1215 Typ 0 No_Fireplace Attchd RFn
## 1216 Typ 0 No_Fireplace Attchd RFn
## 1217 Typ 0 No_Fireplace Detchd Unf
## 1218 Typ 1 Poor Attchd RFn
## 1219 Typ 0 No_Fireplace Attchd RFn
## 1223 Typ 0 No_Fireplace Basment Unf
## 1224 Typ 0 No_Fireplace Attchd RFn
## 1225 Typ 0 No_Fireplace Attchd Unf
## 1226 Typ 1 Good Attchd RFn
## 1227 Typ 1 Typical BuiltIn RFn
## 1228 Typ 0 No_Fireplace Attchd RFn
## 1229 Typ 2 Good Attchd Unf
## 1230 Typ 1 Typical Attchd Unf
## 1231 Typ 0 No_Fireplace Attchd Unf
## 1232 Typ 1 Good Attchd RFn
## 1233 Typ 1 Good Basment RFn
## 1234 Typ 1 Good Attchd RFn
## 1235 Typ 0 No_Fireplace Attchd Unf
## 1236 Typ 0 No_Fireplace Detchd Unf
## 1237 Typ 0 No_Fireplace Detchd Unf
## 1238 Typ 2 Good Attchd RFn
## 1239 Typ 0 No_Fireplace Attchd RFn
## 1240 Typ 1 Typical Attchd RFn
## 1241 Typ 1 Typical Attchd RFn
## 1242 Typ 1 Good Attchd RFn
## 1243 Typ 2 Good Attchd RFn
## 1244 Typ 0 No_Fireplace Attchd Unf
## 1245 Typ 0 No_Fireplace Attchd RFn
## 1246 Typ 0 No_Fireplace Attchd Unf
## 1247 Typ 0 No_Fireplace Detchd Unf
## 1248 Typ 0 No_Fireplace Detchd Unf
## 1249 Typ 2 Good Attchd Fin
## 1250 Typ 0 No_Fireplace Detchd Unf
## 1251 Typ 0 No_Fireplace Attchd Unf
## 1253 Typ 0 No_Fireplace Detchd Unf
## 1254 Typ 0 No_Fireplace Detchd Unf
## 1255 Typ 0 No_Fireplace Detchd Unf
## 1256 Typ 0 No_Fireplace Detchd Unf
## 1257 Typ 1 Typical Attchd Unf
## 1258 Typ 0 No_Fireplace Detchd Unf
## 1259 Typ 1 Good Detchd Unf
## 1260 Typ 0 No_Fireplace No_Garage No_Garage
## 1261 Typ 1 Good Attchd Fin
## 1262 Typ 1 Fair Attchd Fin
## 1264 Typ 1 Fair Attchd RFn
## 1265 Typ 0 No_Fireplace CarPort Unf
## 1266 Typ 1 Good Attchd RFn
## 1267 Typ 0 No_Fireplace Attchd Unf
## 1268 Typ 1 Typical Detchd Unf
## 1269 Min1 0 No_Fireplace Detchd Unf
## 1270 Maj1 0 No_Fireplace Basment Unf
## 1271 Typ 0 No_Fireplace Attchd RFn
## 1272 Typ 0 No_Fireplace Attchd Unf
## 1273 Typ 1 Fair Detchd Unf
## 1274 Typ 0 No_Fireplace Detchd Unf
## 1275 Typ 0 No_Fireplace Detchd Unf
## 1276 Typ 0 No_Fireplace Detchd Unf
## 1277 Typ 0 No_Fireplace Attchd Unf
## 1278 Typ 0 No_Fireplace No_Garage No_Garage
## 1279 Typ 0 No_Fireplace Detchd Unf
## 1280 Typ 0 No_Fireplace Attchd Unf
## 1281 Typ 1 Typical Attchd RFn
## 1282 Typ 0 No_Fireplace Attchd RFn
## 1283 Typ 0 No_Fireplace Attchd Unf
## 1284 Typ 0 No_Fireplace Detchd Unf
## 1286 Typ 1 Poor Detchd Unf
## 1287 Typ 0 No_Fireplace Detchd Unf
## 1288 Typ 0 No_Fireplace Attchd Unf
## 1289 Mod 2 Typical Detchd Unf
## 1290 Typ 0 No_Fireplace Detchd Unf
## 1291 Typ 0 No_Fireplace Detchd Unf
## 1292 Typ 0 No_Fireplace No_Garage No_Garage
## 1293 Mod 0 No_Fireplace Detchd Unf
## 1294 Mod 0 No_Fireplace Detchd Unf
## 1295 Typ 1 Good Detchd Unf
## 1296 Typ 1 Typical No_Garage No_Garage
## 1298 Typ 0 No_Fireplace Detchd Unf
## 1299 Typ 0 No_Fireplace No_Garage No_Garage
## 1300 Typ 0 No_Fireplace Detchd Unf
## 1301 Typ 0 No_Fireplace Attchd Unf
## 1302 Typ 1 Poor Detchd Unf
## 1303 Typ 0 No_Fireplace Detchd Unf
## 1304 Typ 0 No_Fireplace Attchd Fin
## 1305 Typ 0 No_Fireplace Detchd Unf
## 1309 Typ 1 Good Detchd Unf
## 1310 Typ 0 No_Fireplace Detchd Unf
## 1311 Typ 0 No_Fireplace Detchd Unf
## 1312 Typ 0 No_Fireplace Detchd Unf
## 1315 Typ 0 No_Fireplace No_Garage No_Garage
## 1316 Typ 1 Good Detchd Unf
## 1317 Typ 1 Typical Detchd Unf
## 1318 Typ 1 Good No_Garage No_Garage
## 1320 Typ 1 Good Detchd Unf
## 1323 Typ 1 Good Detchd Unf
## 1324 Typ 0 No_Fireplace Detchd Unf
## 1325 Typ 0 No_Fireplace Attchd Unf
## 1326 Typ 0 No_Fireplace Detchd Unf
## 1327 Typ 0 No_Fireplace Detchd Unf
## 1328 Typ 1 Poor Detchd Unf
## 1331 Typ 1 Good Detchd Unf
## 1332 Typ 0 No_Fireplace No_Garage No_Garage
## 1333 Typ 0 No_Fireplace Detchd Unf
## 1334 Typ 0 No_Fireplace Detchd Unf
## 1335 Typ 1 Good Detchd Unf
## 1336 Typ 1 Fair Detchd Unf
## 1337 Typ 1 Good BuiltIn RFn
## 1338 Typ 0 No_Fireplace Detchd Unf
## Garage_Cars Garage_Area Garage_Qual Garage_Cond Paved_Drive
## 1 2 528 Typical Typical Partial_Pavement
## 2 1 730 Typical Typical Paved
## 4 2 522 Typical Typical Paved
## 5 2 482 Typical Typical Paved
## 6 2 470 Typical Typical Paved
## 7 2 582 Typical Typical Paved
## 8 2 506 Typical Typical Paved
## 9 2 608 Typical Typical Paved
## 10 2 442 Typical Typical Paved
## 11 2 440 Typical Typical Paved
## 12 2 420 Typical Typical Paved
## 13 2 393 Typical Typical Paved
## 14 2 506 Typical Typical Paved
## 15 2 528 Typical Typical Paved
## 16 3 841 Typical Typical Paved
## 19 2 400 Typical Typical Paved
## 20 2 500 Typical Typical Paved
## 21 2 546 Typical Typical Paved
## 22 2 528 Typical Typical Paved
## 23 2 663 Typical Typical Paved
## 24 2 480 Typical Typical Paved
## 25 2 500 Typical Typical Paved
## 26 1 304 Typical Typical Paved
## 27 2 525 Typical Typical Paved
## 29 2 511 Typical Typical Paved
## 30 1 264 Typical Typical Paved
## 31 1 320 Typical Typical Paved
## 32 1 264 Typical Typical Paved
## 33 2 440 Typical Typical Paved
## 34 2 440 Typical Typical Paved
## 35 1 308 Typical Typical Paved
## 36 2 440 Typical Typical Paved
## 37 3 751 Typical Typical Paved
## 38 3 772 Typical Typical Paved
## 39 3 606 Typical Typical Paved
## 40 3 868 Typical Typical Paved
## 41 2 532 Typical Typical Paved
## 42 3 730 Typical Typical Paved
## 43 3 678 Typical Typical Paved
## 44 2 532 Typical Typical Paved
## 45 3 820 Typical Typical Paved
## 46 2 484 Typical Typical Paved
## 47 3 958 Typical Typical Paved
## 48 3 756 Typical Typical Paved
## 49 2 576 Typical Typical Paved
## 50 2 484 Typical Typical Paved
## 51 2 474 Typical Typical Paved
## 52 2 430 Typical Typical Paved
## 53 2 437 Typical Typical Paved
## 54 2 430 Typical Typical Paved
## 55 2 400 Typical Typical Paved
## 56 2 440 Typical Typical Paved
## 57 2 433 Typical Typical Paved
## 58 2 400 Typical Typical Paved
## 59 2 434 Typical Typical Paved
## 60 3 779 Typical Typical Paved
## 61 3 962 Typical Typical Paved
## 62 2 527 Typical Typical Paved
## 63 2 712 Typical Typical Paved
## 64 3 671 Typical Typical Paved
## 65 2 486 Typical Typical Paved
## 66 3 666 Typical Typical Paved
## 67 3 880 Typical Typical Paved
## 68 2 676 Typical Typical Paved
## 70 2 750 Typical Typical Paved
## 71 2 678 Typical Typical Paved
## 72 2 528 Typical Typical Paved
## 73 2 618 Typical Typical Paved
## 74 2 484 Typical Typical Paved
## 75 2 463 Typical Typical Paved
## 76 1 264 Typical Typical Paved
## 77 2 462 Typical Typical Paved
## 78 1 264 Typical Typical Paved
## 79 1 264 Typical Typical Paved
## 81 2 480 Typical Typical Paved
## 82 2 476 Typical Typical Paved
## 83 1 429 Typical Typical Paved
## 84 2 539 Typical Typical Paved
## 85 2 576 Typical Typical Paved
## 86 1 336 Typical Typical Paved
## 87 1 280 Typical Typical Paved
## 88 1 308 Typical Typical Paved
## 89 1 260 Typical Typical Paved
## 91 2 564 Typical Typical Paved
## 92 3 762 Typical Typical Paved
## 93 3 713 Typical Typical Paved
## 94 2 506 Typical Typical Paved
## 95 2 588 Typical Typical Paved
## 96 2 480 Typical Typical Paved
## 97 2 480 Typical Typical Paved
## 98 2 480 Typical Typical Paved
## 99 2 480 Typical Typical Paved
## 100 2 484 Typical Typical Paved
## 101 2 440 Typical Typical Paved
## 102 2 440 Typical Typical Paved
## 103 2 484 Typical Typical Paved
## 104 2 496 Typical Typical Paved
## 106 2 592 Typical Typical Paved
## 109 2 475 Typical Typical Paved
## 110 2 596 Typical Typical Paved
## 111 2 535 Typical Typical Paved
## 112 2 660 Typical Typical Paved
## 113 2 480 Typical Typical Paved
## 114 2 678 Typical Typical Paved
## 115 2 496 Typical Typical Paved
## 116 2 676 Typical Typical Paved
## 117 2 441 Typical Typical Paved
## 118 2 490 Typical Typical Paved
## 119 2 528 Typical Typical Paved
## 120 0 0 No_Garage No_Garage Paved
## 121 2 504 Typical Typical Paved
## 122 2 517 Typical Typical Paved
## 123 2 480 Typical Typical Paved
## 124 2 484 Typical Typical Paved
## 125 2 480 Typical Typical Paved
## 127 1 240 Typical Typical Paved
## 128 2 400 Typical Typical Paved
## 129 2 470 Typical Typical Paved
## 130 0 0 No_Garage No_Garage Paved
## 132 1 280 Typical Typical Paved
## 133 1 364 Typical Typical Paved
## 134 1 244 Typical Typical Paved
## 135 1 315 Typical Typical Paved
## 136 2 480 Typical Typical Paved
## 137 2 576 Typical Typical Paved
## 138 2 578 Typical Typical Paved
## 139 2 576 Typical Typical Paved
## 140 2 620 Typical Typical Paved
## 141 1 308 Typical Typical Paved
## 142 2 447 Typical Typical Paved
## 143 1 294 Typical Typical Paved
## 144 1 312 Typical Typical Paved
## 145 2 531 Typical Typical Paved
## 146 2 461 Typical Typical Paved
## 147 1 312 Typical Typical Paved
## 148 2 440 Typical Typical Paved
## 149 1 263 Typical Typical Paved
## 150 1 318 Typical Typical Paved
## 151 1 305 Typical Typical Paved
## 152 1 264 Typical Typical Paved
## 153 1 246 Typical Typical Paved
## 154 2 676 Typical Typical Dirt_Gravel
## 155 1 392 Typical Typical Paved
## 156 2 490 Typical Typical Paved
## 157 1 308 Typical Typical Paved
## 158 1 330 Typical Typical Paved
## 159 2 576 Typical Typical Paved
## 160 2 576 Typical Typical Paved
## 162 1 280 Typical Typical Paved
## 163 1 305 Typical Typical Paved
## 164 2 720 Typical Typical Paved
## 165 2 576 Typical Typical Paved
## 166 2 440 Typical Typical Paved
## 167 2 484 Typical Typical Paved
## 168 2 440 Typical Typical Paved
## 169 2 442 Typical Typical Paved
## 170 1 240 Typical Typical Paved
## 171 0 0 No_Garage No_Garage Dirt_Gravel
## 172 0 0 No_Garage No_Garage Partial_Pavement
## 173 2 360 Typical Typical Paved
## 174 2 551 Typical Typical Paved
## 175 1 379 Typical Typical Paved
## 176 1 220 Typical Typical Paved
## 177 1 240 Typical Typical Paved
## 178 2 484 Typical Typical Paved
## 179 1 240 Fair Typical Dirt_Gravel
## 180 1 240 Typical Typical Paved
## 181 1 315 Typical Typical Paved
## 183 2 484 Typical Typical Paved
## 184 1 288 Typical Typical Paved
## 185 1 416 Typical Typical Paved
## 186 2 624 Typical Typical Dirt_Gravel
## 188 2 923 Typical Typical Paved
## 189 2 528 Typical Typical Paved
## 190 2 560 Typical Typical Dirt_Gravel
## 191 2 624 Typical Typical Paved
## 192 1 363 Typical Typical Paved
## 193 1 315 Typical Typical Paved
## 194 1 200 Fair Typical Partial_Pavement
## 195 1 240 Typical Typical Paved
## 196 2 576 Typical Typical Paved
## 197 1 240 Typical Typical Paved
## 198 1 312 Typical Typical Partial_Pavement
## 199 2 624 Typical Typical Partial_Pavement
## 200 2 480 Typical Typical Paved
## 201 1 288 Typical Typical Paved
## 202 2 480 Typical Typical Paved
## 203 2 572 Typical Typical Paved
## 204 0 0 No_Garage No_Garage Dirt_Gravel
## 205 1 180 Typical Typical Paved
## 208 2 672 Typical Typical Dirt_Gravel
## 209 1 349 Typical Typical Paved
## 210 1 365 Typical Typical Paved
## 212 0 0 No_Garage No_Garage Dirt_Gravel
## 213 1 231 Typical Typical Paved
## 215 2 450 Typical Fair Partial_Pavement
## 216 0 0 No_Garage No_Garage Dirt_Gravel
## 217 0 0 No_Garage No_Garage Paved
## 218 0 0 No_Garage No_Garage Paved
## 219 2 504 Typical Typical Paved
## 220 2 528 Typical Typical Paved
## 221 1 336 Typical Typical Paved
## 222 1 270 Typical Typical Paved
## 223 1 416 Typical Typical Paved
## 224 1 299 Typical Typical Paved
## 225 1 280 Typical Typical Paved
## 226 2 591 Typical Typical Paved
## 227 2 480 Typical Typical Paved
## 228 2 440 Typical Typical Paved
## 229 2 533 Typical Typical Paved
## 230 2 690 Typical Typical Paved
## 231 2 440 Typical Typical Dirt_Gravel
## 232 2 436 Typical Typical Paved
## 234 2 522 Typical Typical Paved
## 235 1 480 Typical Typical Paved
## 236 1 366 Fair Typical Paved
## 237 1 467 Typical Typical Paved
## 238 1 596 Typical Typical Paved
## 239 1 209 Fair Typical Paved
## 240 1 366 Typical Typical Paved
## 241 2 460 Typical Typical Paved
## 243 2 504 Typical Fair Dirt_Gravel
## 244 1 308 Typical Typical Paved
## 245 2 476 Typical Typical Paved
## 246 2 528 Good Good Paved
## 247 4 1017 Typical Typical Paved
## 248 2 574 Typical Typical Paved
## 249 2 564 Typical Typical Paved
## 250 3 776 Typical Typical Paved
## 251 2 632 Typical Typical Paved
## 252 3 740 Typical Typical Paved
## 253 2 615 Typical Typical Paved
## 254 3 594 Typical Typical Paved
## 255 2 484 Typical Typical Dirt_Gravel
## 256 2 440 Typical Typical Paved
## 257 2 580 Good Typical Paved
## 258 2 513 Typical Typical Paved
## 259 2 523 Typical Typical Paved
## 260 1 308 Typical Typical Paved
## 261 1 299 Typical Typical Paved
## 262 1 308 Typical Typical Paved
## 263 2 484 Typical Typical Paved
## 264 3 850 Typical Typical Paved
## 265 2 670 Typical Typical Paved
## 266 2 613 Typical Typical Paved
## 267 2 621 Typical Typical Paved
## 268 2 598 Typical Typical Paved
## 269 2 420 Typical Typical Paved
## 270 2 420 Typical Typical Paved
## 271 2 502 Typical Typical Paved
## 272 2 606 Typical Typical Paved
## 273 2 494 Typical Typical Paved
## 274 1 240 Typical Typical Dirt_Gravel
## 277 1 336 Typical Typical Paved
## 278 2 480 Typical Fair Partial_Pavement
## 279 1 352 Typical Typical Paved
## 280 2 672 Typical Typical Paved
## 281 0 0 No_Garage No_Garage Paved
## 282 2 440 Typical Typical Paved
## 283 1 220 Typical Typical Paved
## 285 1 364 Typical Typical Paved
## 286 1 260 Typical Typical Paved
## 287 1 216 Typical Typical Paved
## 288 1 200 Typical Fair Paved
## 289 1 308 Typical Typical Paved
## 290 2 399 Typical Typical Paved
## 293 1 336 Typical Typical Paved
## 294 1 312 Typical Typical Paved
## 295 2 484 Typical Typical Paved
## 296 1 252 Typical Typical Paved
## 297 2 567 Typical Typical Paved
## 298 2 473 Typical Typical Paved
## 299 2 598 Typical Typical Paved
## 300 2 531 Typical Typical Paved
## 301 2 484 Typical Typical Paved
## 302 1 240 Typical Typical Dirt_Gravel
## 304 1 625 Typical Typical Paved
## 305 2 528 Typical Typical Paved
## 306 1 384 Typical Typical Dirt_Gravel
## 307 2 504 Typical Typical Dirt_Gravel
## 308 1 330 Typical Typical Dirt_Gravel
## 309 2 525 Typical Typical Paved
## 310 3 741 Typical Typical Paved
## 311 2 473 Typical Typical Paved
## 312 2 573 Typical Typical Paved
## 313 3 888 Typical Typical Paved
## 314 2 776 Typical Typical Paved
## 315 2 572 Typical Typical Dirt_Gravel
## 316 3 660 Typical Typical Paved
## 317 2 520 Typical Typical Paved
## 318 2 400 Typical Typical Paved
## 319 3 680 Typical Typical Paved
## 320 2 510 Typical Typical Paved
## 321 2 431 Typical Typical Paved
## 322 3 746 Typical Typical Paved
## 323 2 528 Typical Typical Paved
## 324 2 624 Typical Typical Paved
## 325 0 0 No_Garage No_Garage Paved
## 326 2 686 Typical Typical Paved
## 327 1 286 Typical Typical Paved
## 328 1 253 Typical Typical Paved
## 329 1 336 Typical Typical Paved
## 330 0 0 No_Garage No_Garage Paved
## 331 0 0 No_Garage No_Garage Paved
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## 334 1 352 Typical Typical Paved
## 335 1 312 Typical Typical Partial_Pavement
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## 339 1 275 Typical Typical Paved
## 340 2 482 Typical Typical Paved
## 341 2 616 Typical Typical Paved
## 342 1 502 Typical Typical Paved
## 343 2 528 Typical Typical Paved
## 344 2 538 Typical Typical Paved
## 345 2 470 Typical Typical Paved
## 346 3 632 Typical Typical Paved
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## 348 3 758 Typical Typical Paved
## 349 2 400 Typical Typical Paved
## 350 2 564 Typical Typical Paved
## 351 2 499 Typical Typical Paved
## 352 2 495 Typical Typical Paved
## 353 2 528 Typical Typical Paved
## 354 2 396 Typical Typical Paved
## 355 2 427 Typical Typical Paved
## 356 2 440 Typical Typical Paved
## 357 2 380 Typical Typical Paved
## 358 2 420 Typical Typical Paved
## 359 2 409 Typical Typical Paved
## 360 2 430 Typical Typical Paved
## 361 2 389 Typical Typical Paved
## 362 2 343 Typical Typical Paved
## 363 2 400 Typical Typical Paved
## 364 2 490 Typical Typical Paved
## 365 2 500 Typical Typical Paved
## 366 2 565 Typical Typical Paved
## 367 3 1166 Typical Typical Paved
## 368 3 834 Typical Typical Paved
## 369 2 430 Typical Typical Paved
## 370 2 567 Typical Typical Partial_Pavement
## 371 2 484 Typical Typical Paved
## 372 2 435 Typical Typical Paved
## 373 2 544 Typical Typical Paved
## 374 2 529 Typical Typical Paved
## 376 2 484 Typical Typical Paved
## 377 2 441 Typical Typical Paved
## 378 2 588 Typical Typical Paved
## 379 2 479 Typical Typical Paved
## 381 2 478 Typical Typical Paved
## 382 2 479 Typical Typical Paved
## 383 2 484 Typical Typical Paved
## 384 2 581 Typical Typical Paved
## 385 2 552 Typical Typical Paved
## 387 2 565 Typical Typical Paved
## 388 2 478 Typical Typical Paved
## 389 2 528 Typical Typical Paved
## 390 2 506 Typical Typical Paved
## 391 2 478 Typical Typical Paved
## 392 2 583 Typical Typical Paved
## 393 0 0 No_Garage No_Garage Paved
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## 399 2 660 Typical Typical Paved
## 400 2 463 Typical Typical Paved
## 401 2 576 Typical Typical Paved
## 402 2 576 Typical Typical Paved
## 403 1 264 Typical Typical Paved
## 404 2 440 Typical Typical Paved
## 405 1 280 Typical Typical Paved
## 406 1 288 Typical Typical Paved
## 407 1 264 Typical Typical Paved
## 408 1 264 Typical Typical Paved
## 409 2 440 Typical Typical Paved
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## 411 2 440 Typical Typical Paved
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## 415 2 440 Typical Typical Paved
## 416 2 440 Typical Typical Paved
## 417 2 440 Typical Typical Paved
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## 419 1 288 Typical Typical Paved
## 420 2 656 Typical Typical Paved
## 421 3 786 Typical Typical Paved
## 422 3 754 Typical Typical Paved
## 423 3 820 Typical Typical Paved
## 424 3 672 Typical Typical Paved
## 425 2 840 Typical Typical Paved
## 426 3 890 Typical Typical Paved
## 427 3 1390 Typical Typical Paved
## 428 3 864 Typical Typical Paved
## 429 3 836 Typical Typical Paved
## 430 3 896 Typical Typical Paved
## 431 3 900 Typical Typical Paved
## 434 3 1020 Typical Typical Paved
## 435 3 834 Typical Typical Paved
## 436 3 932 Typical Typical Paved
## 437 3 640 Typical Typical Paved
## 438 3 908 Typical Typical Paved
## 440 3 856 Typical Typical Paved
## 441 3 700 Typical Typical Paved
## 442 3 850 Typical Typical Paved
## 443 3 738 Typical Typical Paved
## 444 3 862 Typical Typical Paved
## 445 3 880 Typical Typical Paved
## 446 2 583 Typical Typical Paved
## 447 2 644 Typical Typical Paved
## 448 3 968 Typical Typical Paved
## 449 3 886 Typical Typical Paved
## 450 3 730 Typical Typical Paved
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## 453 2 624 Typical Typical Paved
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## 455 2 484 Typical Typical Paved
## 456 2 626 Typical Typical Paved
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## 459 2 649 Typical Typical Paved
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## 464 2 474 Typical Typical Paved
## 465 2 390 Typical Typical Paved
## 466 2 392 Typical Typical Paved
## 467 2 390 Typical Typical Paved
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## 470 3 660 Typical Typical Paved
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## 472 2 457 Typical Typical Paved
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## 475 2 432 Typical Typical Paved
## 477 2 400 Typical Typical Paved
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## 480 2 434 Typical Typical Paved
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## 485 3 644 Typical Typical Paved
## 486 2 390 Typical Typical Paved
## 487 2 400 Typical Typical Paved
## 488 2 463 Typical Typical Paved
## 489 2 394 Typical Typical Paved
## 490 2 400 Typical Typical Paved
## 492 2 502 Typical Typical Paved
## 494 2 410 Typical Typical Paved
## 495 3 856 Typical Typical Paved
## 496 3 810 Typical Typical Paved
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## 499 3 676 Typical Typical Paved
## 500 3 889 Typical Typical Paved
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## 507 3 898 Typical Typical Paved
## 508 3 972 Typical Typical Paved
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## 513 2 689 Typical Typical Paved
## 515 2 644 Typical Typical Paved
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## 517 2 676 Typical Typical Paved
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## 527 2 438 Typical Typical Paved
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## 530 2 615 Typical Typical Paved
## 531 2 400 Typical Typical Paved
## 532 2 588 Typical Typical Paved
## 533 2 628 Typical Typical Paved
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## 535 2 484 Typical Typical Paved
## 536 0 0 No_Garage No_Garage Paved
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## 541 0 0 No_Garage No_Garage Paved
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## 547 2 528 Typical Typical Paved
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## 549 2 542 Typical Typical Paved
## 550 2 495 Typical Typical Paved
## 551 2 465 Typical Typical Paved
## 552 2 612 Typical Typical Paved
## 553 1 294 Typical Typical Dirt_Gravel
## 554 2 360 Fair Fair Dirt_Gravel
## 555 2 400 Typical Typical Paved
## 556 2 484 Typical Typical Paved
## 557 2 732 Typical Typical Paved
## 558 1 440 Typical Typical Paved
## 560 1 300 Typical Typical Paved
## 561 1 264 Typical Typical Paved
## 562 1 360 Typical Typical Paved
## 563 1 252 Typical Typical Paved
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## 566 3 704 Typical Typical Paved
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## 568 2 528 Typical Typical Paved
## 569 2 561 Typical Typical Paved
## 570 2 641 Typical Typical Paved
## 571 2 440 Typical Typical Paved
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## 575 2 642 Typical Typical Paved
## 577 2 540 Typical Typical Paved
## 578 2 527 Typical Typical Paved
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## 580 2 441 Typical Typical Paved
## 581 2 615 Typical Typical Paved
## 582 2 462 Typical Typical Paved
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## 584 2 784 Typical Typical Paved
## 585 2 497 Typical Typical Paved
## 586 2 515 Typical Typical Paved
## 587 2 480 Typical Typical Paved
## 588 2 502 Typical Typical Paved
## 589 1 336 Typical Typical Paved
## 590 2 520 Typical Typical Paved
## 591 2 630 Typical Typical Paved
## 592 2 583 Typical Typical Paved
## 593 2 528 Typical Typical Paved
## 594 1 312 Typical Typical Paved
## 595 2 440 Typical Typical Paved
## 596 1 429 Typical Typical Paved
## 597 2 498 Typical Typical Paved
## 598 2 495 Typical Typical Paved
## 599 2 457 Typical Typical Paved
## 600 2 396 Typical Typical Paved
## 601 1 308 Typical Typical Paved
## 603 3 768 Typical Typical Paved
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## 605 3 888 Typical Typical Paved
## 606 2 472 Typical Typical Paved
## 607 2 610 Typical Typical Paved
## 608 2 520 Typical Typical Paved
## 609 2 480 Typical Typical Paved
## 610 2 549 Typical Typical Paved
## 611 2 645 Typical Typical Paved
## 612 1 270 Typical Typical Paved
## 613 2 368 Typical Typical Paved
## 614 1 330 Typical Typical Paved
## 615 0 0 No_Garage No_Garage Paved
## 616 1 352 Typical Typical Paved
## 617 2 505 Typical Typical Paved
## 619 2 418 Typical Typical Paved
## 620 1 338 Typical Typical Paved
## 621 1 271 Typical Typical Paved
## 622 1 264 Typical Typical Paved
## 623 3 792 Typical Typical Paved
## 624 2 530 Typical Typical Paved
## 625 2 514 Typical Typical Paved
## 626 2 542 Typical Typical Paved
## 627 2 486 Typical Typical Paved
## 628 1 509 Typical Typical Paved
## 630 1 368 Typical Typical Paved
## 631 1 286 Typical Typical Paved
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## 633 2 441 Typical Typical Paved
## 634 1 297 Typical Typical Paved
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## 637 1 304 Typical Typical Paved
## 638 1 350 Typical Typical Paved
## 639 1 294 Typical Typical Paved
## 640 2 884 Typical Typical Paved
## 641 2 498 Typical Typical Paved
## 642 2 495 Typical Fair Paved
## 643 1 297 Typical Typical Paved
## 644 1 270 Typical Typical Paved
## 645 2 480 Typical Typical Paved
## 646 2 672 Fair Fair Paved
## 647 1 288 Typical Typical Paved
## 648 1 240 Typical Typical Paved
## 649 1 230 Typical Typical Paved
## 650 1 616 Typical Typical Paved
## 652 2 410 Typical Typical Paved
## 653 1 246 Typical Typical Paved
## 654 1 240 Typical Typical Paved
## 655 1 366 Fair Typical Paved
## 656 1 180 Fair Fair Dirt_Gravel
## 657 2 720 Typical Typical Paved
## 658 1 281 Typical Typical Dirt_Gravel
## 659 1 240 Fair Fair Dirt_Gravel
## 660 1 264 Typical Typical Dirt_Gravel
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## 662 2 624 Typical Typical Paved
## 663 0 0 No_Garage No_Garage Dirt_Gravel
## 665 2 576 Typical Typical Dirt_Gravel
## 666 1 320 Typical Typical Paved
## 667 3 907 Typical Typical Paved
## 668 1 364 Typical Typical Paved
## 669 2 480 Typical Typical Paved
## 670 4 968 Typical Typical Paved
## 671 2 480 Typical Typical Paved
## 672 1 308 Typical Typical Paved
## 673 1 756 Typical Typical Paved
## 674 2 498 Typical Typical Paved
## 675 1 384 Typical Typical Paved
## 678 2 900 Typical Typical Paved
## 680 1 240 Typical Typical Paved
## 681 1 294 Typical Typical Paved
## 682 1 294 Typical Typical Paved
## 683 1 240 Typical Typical Paved
## 684 1 288 Typical Typical Paved
## 685 1 672 Typical Typical Paved
## 686 1 384 Typical Typical Paved
## 687 2 576 Typical Typical Paved
## 688 2 483 Typical Typical Paved
## 689 2 564 Typical Typical Paved
## 690 1 264 Typical Typical Paved
## 691 1 308 Typical Typical Paved
## 692 1 210 Typical Typical Dirt_Gravel
## 693 2 440 Typical Typical Paved
## 694 1 162 Fair Fair Partial_Pavement
## 695 2 324 Fair Typical Dirt_Gravel
## 696 1 200 Typical Typical Paved
## 697 2 472 Fair Typical Dirt_Gravel
## 698 0 0 No_Garage No_Garage Dirt_Gravel
## 699 2 400 Typical Typical Paved
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## 702 2 400 Typical Typical Dirt_Gravel
## 703 1 240 Typical Typical Partial_Pavement
## 704 0 0 No_Garage No_Garage Dirt_Gravel
## 705 2 576 Typical Typical Paved
## 706 1 308 Typical Typical Paved
## 707 1 256 Typical Typical Paved
## 709 1 308 Typical Fair Dirt_Gravel
## 711 1 273 Typical Typical Paved
## 712 1 287 Typical Typical Paved
## 713 0 0 No_Garage No_Garage Dirt_Gravel
## 714 2 720 Typical Typical Dirt_Gravel
## 715 1 240 Typical Typical Paved
## 717 4 864 Typical Typical Dirt_Gravel
## 718 1 357 Typical Typical Paved
## 719 1 280 Typical Typical Dirt_Gravel
## 720 2 424 Typical Typical Partial_Pavement
## 721 0 0 No_Garage No_Garage Dirt_Gravel
## 722 2 324 Typical Typical Paved
## 724 2 456 Typical Typical Paved
## 726 3 640 Typical Typical Paved
## 727 0 0 No_Garage No_Garage Dirt_Gravel
## 728 0 0 No_Garage No_Garage Dirt_Gravel
## 729 2 528 Typical Typical Paved
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## 732 1 336 Typical Typical Dirt_Gravel
## 734 1 240 Typical Typical Paved
## 735 2 624 Typical Typical Dirt_Gravel
## 736 1 216 Typical Typical Dirt_Gravel
## 737 1 280 Typical Typical Paved
## 738 1 320 Typical Typical Paved
## 739 1 180 Typical Typical Paved
## 740 2 440 Typical Typical Paved
## 741 2 576 Typical Typical Paved
## 742 1 240 Typical Typical Paved
## 744 1 180 Fair Typical Paved
## 745 1 264 Typical Typical Paved
## 746 1 250 Fair Typical Paved
## 747 5 1184 Fair Typical Partial_Pavement
## 748 2 441 Typical Typical Paved
## 749 2 532 Typical Typical Paved
## 750 2 576 Fair Fair Paved
## 751 1 164 Fair Fair Paved
## 752 1 216 Typical Typical Dirt_Gravel
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## 758 0 0 No_Garage No_Garage Dirt_Gravel
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## 760 0 0 No_Garage No_Garage Dirt_Gravel
## 761 1 308 Typical Typical Paved
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## 763 0 0 No_Garage No_Garage Paved
## 764 0 0 No_Garage No_Garage Paved
## 765 1 252 Typical Fair Dirt_Gravel
## 767 1 300 Typical Typical Paved
## 769 2 480 Typical Typical Paved
## 770 2 480 Typical Typical Paved
## 771 2 440 Typical Typical Paved
## 772 1 668 Typical Typical Paved
## 773 1 288 Typical Typical Paved
## 774 2 504 Typical Typical Paved
## 775 2 576 Typical Typical Paved
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## 780 1 336 Typical Typical Paved
## 782 1 304 Typical Typical Paved
## 783 1 452 Typical Typical Paved
## 784 1 284 Typical Typical Paved
## 785 2 539 Typical Typical Paved
## 786 1 303 Typical Typical Paved
## 787 2 452 Typical Typical Paved
## 788 2 498 Fair Typical Paved
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## 790 1 340 Typical Typical Paved
## 792 1 240 Typical Typical Paved
## 793 1 234 Typical Typical Dirt_Gravel
## 794 1 252 Typical Typical Partial_Pavement
## 795 1 290 Typical Typical Dirt_Gravel
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## 797 1 281 Typical Typical Paved
## 798 1 280 Typical Typical Partial_Pavement
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## 801 2 576 Typical Typical Paved
## 802 2 612 Good Typical Paved
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## 804 2 425 Typical Typical Paved
## 805 2 473 Typical Typical Paved
## 806 2 466 Typical Typical Paved
## 807 2 576 Typical Typical Partial_Pavement
## 808 2 410 Typical Typical Paved
## 809 2 528 Typical Typical Paved
## 810 2 720 Typical Typical Paved
## 811 2 400 Typical Typical Paved
## 812 2 400 Typical Typical Paved
## 813 2 528 Typical Typical Paved
## 814 2 672 Typical Typical Paved
## 815 2 400 Typical Typical Paved
## 816 4 820 Typical Typical Paved
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## 819 3 1138 Typical Typical Paved
## 820 3 826 Typical Typical Paved
## 821 3 860 Typical Typical Paved
## 822 3 846 Typical Typical Paved
## 823 3 904 Typical Typical Paved
## 824 2 578 Typical Typical Paved
## 825 2 524 Typical Typical Paved
## 826 2 702 Typical Typical Paved
## 827 2 660 Typical Typical Paved
## 828 2 662 Typical Typical Paved
## 829 3 810 Typical Typical Paved
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## 832 2 440 Typical Typical Paved
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## 841 2 672 Typical Typical Paved
## 842 2 480 Typical Typical Paved
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## 845 2 666 Typical Typical Paved
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## 848 2 544 Typical Typical Paved
## 849 2 622 Typical Typical Paved
## 850 2 605 Typical Typical Paved
## 851 2 577 Typical Typical Paved
## 852 2 608 Typical Typical Paved
## 853 0 0 No_Garage No_Garage Paved
## 854 1 343 Typical Typical Paved
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## 856 2 484 Typical Typical Paved
## 857 1 336 Typical Typical Paved
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## 859 1 338 Typical Typical Paved
## 860 2 600 Typical Typical Paved
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## 863 3 1231 Typical Typical Paved
## 864 2 570 Typical Typical Paved
## 865 2 522 Typical Typical Paved
## 866 2 531 Typical Typical Paved
## 867 3 736 Typical Typical Paved
## 868 2 550 Typical Typical Paved
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## 870 2 521 Typical Typical Paved
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## 873 2 511 Typical Typical Paved
## 874 2 645 Typical Typical Paved
## 875 2 512 Typical Typical Paved
## 876 2 573 Typical Typical Paved
## 877 2 451 Typical Typical Paved
## 878 2 420 Typical Typical Paved
## 879 2 420 Typical Typical Paved
## 880 3 810 Typical Typical Paved
## 881 2 572 Typical Typical Paved
## 882 2 570 Typical Typical Paved
## 883 2 540 Typical Typical Paved
## 884 2 440 Typical Typical Paved
## 885 2 520 Typical Typical Dirt_Gravel
## 886 2 480 Typical Typical Paved
## 887 1 288 Fair Fair Paved
## 888 2 672 Typical Typical Paved
## 889 2 440 Typical Typical Paved
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## 891 1 352 Typical Typical Paved
## 892 3 768 Typical Typical Paved
## 894 0 0 No_Garage No_Garage Paved
## 895 1 320 Typical Typical Paved
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## 898 0 0 No_Garage No_Garage Paved
## 900 0 0 No_Garage No_Garage Paved
## 901 1 313 Typical Typical Paved
## 902 1 288 Typical Typical Paved
## 904 1 256 Typical Typical Paved
## 905 2 660 Typical Typical Paved
## 906 1 250 Typical Typical Paved
## 907 1 281 Typical Typical Paved
## 908 1 246 Typical Typical Dirt_Gravel
## 909 1 240 Typical Typical Paved
## 911 1 180 Fair Typical Paved
## 912 2 576 Typical Typical Paved
## 913 2 440 Typical Typical Paved
## 914 1 216 Fair Typical Paved
## 915 2 576 Typical Typical Paved
## 917 1 216 Typical Typical Paved
## 918 1 215 Fair Typical Paved
## 919 1 282 Typical Typical Paved
## 920 2 440 Typical Typical Paved
## 921 1 213 Typical Typical Partial_Pavement
## 922 1 256 Typical Typical Paved
## 923 1 307 Typical Typical Paved
## 924 2 432 Typical Typical Paved
## 925 1 186 Fair Typical Paved
## 926 2 400 Typical Typical Paved
## 927 1 390 Typical Typical Paved
## 928 1 234 Typical Typical Paved
## 929 2 463 Typical Typical Paved
## 931 1 300 Typical Typical Paved
## 932 2 576 Typical Typical Paved
## 933 2 452 Typical Typical Paved
## 934 2 462 Typical Typical Paved
## 935 2 462 Typical Typical Paved
## 936 2 462 Typical Typical Paved
## 937 2 501 Typical Typical Paved
## 938 2 551 Typical Typical Paved
## 939 2 540 Typical Typical Paved
## 940 1 468 Typical Fair Paved
## 941 2 576 Typical Typical Paved
## 942 1 189 Fair Fair Dirt_Gravel
## 945 2 482 Typical Typical Paved
## 947 3 642 Typical Typical Paved
## 948 2 670 Typical Typical Paved
## 949 2 550 Typical Typical Paved
## 950 2 560 Typical Typical Paved
## 951 1 351 Typical Typical Paved
## 952 2 541 Typical Typical Paved
## 953 2 539 Typical Typical Paved
## 954 2 497 Typical Typical Paved
## 955 2 672 Typical Typical Paved
## 957 2 513 Typical Typical Paved
## 958 3 912 Typical Typical Paved
## 959 2 650 Typical Typical Paved
## 960 3 780 Typical Typical Paved
## 961 3 885 Typical Typical Paved
## 962 3 610 Typical Typical Paved
## 963 2 576 Typical Typical Paved
## 964 2 440 Typical Typical Paved
## 965 2 578 Typical Typical Paved
## 966 2 471 Typical Typical Paved
## 967 2 486 Typical Typical Paved
## 968 3 765 Typical Typical Paved
## 969 3 920 Typical Typical Paved
## 970 1 384 Typical Typical Paved
## 971 2 336 Typical Typical Paved
## 972 2 412 Typical Typical Paved
## 973 2 402 Typical Typical Paved
## 974 1 297 Typical Typical Paved
## 975 1 288 Typical Typical Paved
## 976 1 286 Typical Typical Paved
## 977 2 504 Typical Typical Paved
## 978 1 286 Typical Typical Paved
## 979 0 0 No_Garage No_Garage Paved
## 980 1 286 Typical Typical Paved
## 981 1 336 Typical Typical Paved
## 982 1 429 Typical Typical Paved
## 983 2 602 Typical Typical Paved
## 984 0 0 No_Garage No_Garage Paved
## 985 2 698 Typical Typical Paved
## 987 2 440 Typical Typical Paved
## 988 2 714 Typical Typical Paved
## 989 2 898 Typical Typical Paved
## 990 2 601 Typical Typical Paved
## 991 2 550 Typical Typical Paved
## 992 2 576 Typical Typical Paved
## 993 2 470 Typical Typical Paved
## 994 2 420 Typical Typical Paved
## 995 2 472 Typical Typical Paved
## 996 2 472 Typical Typical Paved
## 997 2 386 Typical Typical Paved
## 998 2 404 Typical Typical Paved
## 999 2 406 Typical Typical Paved
## 1000 2 682 Typical Typical Paved
## 1001 2 528 Typical Typical Paved
## 1002 2 462 Typical Typical Paved
## 1003 2 506 Typical Typical Paved
## 1004 2 470 Typical Typical Paved
## 1005 2 460 Typical Typical Paved
## 1006 2 431 Typical Typical Paved
## 1007 2 409 Typical Typical Paved
## 1008 2 416 Typical Typical Paved
## 1009 2 472 Typical Typical Paved
## 1010 2 462 Typical Typical Paved
## 1011 3 683 Typical Typical Paved
## 1012 3 656 Typical Typical Paved
## 1013 3 670 Typical Typical Paved
## 1016 2 738 Typical Typical Paved
## 1017 2 542 Typical Typical Paved
## 1018 2 528 Typical Typical Paved
## 1019 2 576 Typical Typical Paved
## 1020 2 598 Typical Typical Paved
## 1021 2 550 Typical Typical Paved
## 1022 2 551 Typical Typical Paved
## 1023 2 619 Typical Typical Paved
## 1024 2 461 Typical Typical Paved
## 1025 2 540 Typical Typical Paved
## 1026 2 489 Typical Typical Paved
## 1027 2 484 Typical Typical Paved
## 1029 2 478 Typical Typical Paved
## 1030 2 473 Typical Typical Paved
## 1031 2 483 Typical Typical Paved
## 1032 2 439 Typical Typical Paved
## 1033 3 787 Typical Typical Paved
## 1034 2 480 Typical Typical Paved
## 1035 2 460 Typical Typical Paved
## 1036 1 288 Typical Typical Paved
## 1037 2 576 Typical Typical Paved
## 1038 2 576 Typical Typical Paved
## 1039 2 511 Typical Typical Paved
## 1040 1 264 Typical Typical Paved
## 1041 1 264 Typical Typical Paved
## 1042 1 352 Typical Typical Paved
## 1043 1 280 Typical Typical Paved
## 1044 1 264 Typical Typical Paved
## 1045 1 264 Typical Typical Paved
## 1046 1 264 Typical Typical Paved
## 1047 2 440 Typical Typical Paved
## 1048 2 460 Typical Typical Paved
## 1049 2 440 Typical Typical Paved
## 1050 1 264 Typical Typical Paved
## 1051 3 774 Typical Typical Paved
## 1052 3 846 Typical Typical Paved
## 1054 3 858 Typical Typical Paved
## 1055 3 905 Typical Typical Paved
## 1056 3 866 Typical Typical Paved
## 1057 3 650 Typical Typical Paved
## 1058 3 706 Typical Typical Paved
## 1059 3 850 Typical Typical Paved
## 1060 4 1150 Typical Typical Paved
## 1061 3 1003 Typical Typical Paved
## 1062 3 656 Typical Typical Paved
## 1063 3 756 Typical Typical Paved
## 1065 3 726 Typical Typical Paved
## 1066 3 871 Typical Typical Paved
## 1067 3 732 Typical Typical Paved
## 1068 3 746 Typical Typical Paved
## 1069 3 795 Typical Typical Paved
## 1070 3 870 Typical Typical Paved
## 1071 3 1052 Typical Typical Paved
## 1072 2 484 Typical Typical Paved
## 1073 2 588 Typical Typical Paved
## 1074 2 564 Typical Typical Paved
## 1075 3 944 Typical Typical Paved
## 1076 2 550 Typical Typical Paved
## 1077 2 550 Typical Typical Paved
## 1078 2 474 Typical Typical Paved
## 1079 2 474 Typical Typical Paved
## 1080 2 484 Typical Typical Paved
## 1081 3 644 Typical Typical Paved
## 1082 3 668 Typical Typical Paved
## 1083 2 437 Typical Typical Paved
## 1084 2 388 Typical Typical Paved
## 1085 2 428 Typical Typical Paved
## 1086 2 393 Typical Typical Paved
## 1087 2 398 Typical Typical Paved
## 1088 2 400 Typical Typical Paved
## 1089 2 400 Typical Typical Paved
## 1090 2 400 Typical Typical Paved
## 1091 2 434 Typical Typical Paved
## 1092 2 484 Typical Typical Paved
## 1093 2 451 Typical Typical Paved
## 1094 2 431 Typical Typical Paved
## 1095 2 388 Typical Typical Paved
## 1096 2 403 Typical Typical Paved
## 1097 2 400 Typical Typical Paved
## 1098 2 450 Typical Typical Paved
## 1099 2 516 Typical Typical Paved
## 1100 3 696 Typical Typical Paved
## 1101 3 836 Typical Typical Paved
## 1102 3 687 Typical Typical Paved
## 1103 3 938 Typical Typical Paved
## 1104 2 576 Typical Typical Paved
## 1105 3 751 Typical Typical Paved
## 1106 3 839 Typical Typical Paved
## 1107 3 983 Typical Typical Paved
## 1109 2 525 Typical Typical Paved
## 1110 2 691 Typical Typical Paved
## 1111 3 830 Typical Typical Paved
## 1112 3 668 Typical Typical Paved
## 1113 3 824 Typical Typical Paved
## 1114 3 642 Typical Typical Paved
## 1115 2 592 Typical Typical Paved
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## 895 0 0 0 0 0
## 896 0 41 211 0 0
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## 900 0 0 0 0 0
## 901 0 0 0 0 0
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## 926 0 0 57 0 0
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## 928 0 0 0 0 0
## 929 0 148 0 0 120
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## 938 200 144 0 0 0
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## 942 0 0 137 0 0
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## 984 0 0 0 0 0
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## 989 0 173 368 0 0
## 990 0 51 0 0 190
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## 995 100 82 0 0 0
## 996 100 38 0 0 0
## 997 168 84 0 0 0
## 998 0 39 0 0 0
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## 1000 0 120 0 0 224
## 1001 0 0 0 0 0
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## 1003 0 82 0 0 144
## 1004 0 36 0 0 0
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## 1008 0 40 0 0 0
## 1009 168 120 0 0 0
## 1010 0 73 154 0 0
## 1011 192 32 0 0 0
## 1012 144 39 0 0 0
## 1013 214 76 0 0 0
## 1016 0 0 180 0 0
## 1017 364 63 0 0 0
## 1018 0 48 0 0 141
## 1019 276 0 0 0 0
## 1020 152 0 0 0 0
## 1021 200 0 0 0 0
## 1022 467 0 0 0 0
## 1023 550 282 0 0 0
## 1024 0 0 0 174 0
## 1025 180 0 0 0 0
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## 1027 0 0 0 0 0
## 1029 0 0 0 0 189
## 1030 0 24 0 0 0
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## 1032 224 0 0 0 0
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## 1034 0 45 0 0 0
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## 1037 0 0 0 0 0
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## 1054 126 66 0 0 0
## 1055 209 95 0 0 0
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## 1070 0 48 0 0 0
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## 1072 0 33 0 0 0
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## 1075 210 0 0 0 0
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## 1079 0 27 0 0 0
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## 1096 100 35 0 0 0
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## 1103 144 33 0 0 0
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## 1111 0 24 0 0 0
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## 1113 144 104 0 0 0
## 1114 0 26 0 0 0
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## 1116 144 99 0 0 0
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## 1119 168 108 0 0 0
## 1120 0 20 0 0 0
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## 1122 0 140 0 0 0
## 1123 0 120 0 0 0
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## 1125 140 45 0 0 0
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## 1127 0 102 0 0 0
## 1128 0 0 0 0 0
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## 1130 168 168 0 0 0
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## 1151 140 0 0 0 176
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## 1153 0 0 0 0 0
## 1154 0 0 0 0 0
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## 1165 0 102 0 0 0
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## 1177 169 0 0 0 0
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## 1179 120 30 0 0 224
## 1180 172 24 0 0 0
## 1182 0 0 0 0 0
## 1183 140 70 16 0 0
## 1185 144 112 0 0 0
## 1186 98 0 0 0 0
## 1187 0 0 0 0 216
## 1188 25 0 0 0 192
## 1189 55 0 0 216 0
## 1190 0 62 192 0 0
## 1191 0 0 0 0 0
## 1192 38 243 0 0 0
## 1193 0 40 0 0 0
## 1194 0 240 0 0 0
## 1195 233 0 0 0 0
## 1196 0 0 0 0 0
## 1197 0 0 0 0 0
## 1198 0 211 0 0 0
## 1199 0 0 0 0 0
## 1200 0 204 0 0 0
## 1201 0 69 0 0 0
## 1202 0 40 0 0 0
## 1203 144 76 0 0 0
## 1204 0 43 0 0 0
## 1205 0 0 40 0 200
## 1206 0 0 0 0 0
## 1207 0 0 0 0 0
## 1208 192 20 123 0 0
## 1209 0 0 0 407 0
## 1210 0 129 0 0 0
## 1211 426 0 0 0 0
## 1212 0 0 0 0 0
## 1213 0 92 0 96 0
## 1215 0 0 0 0 164
## 1216 0 0 0 0 0
## 1217 0 39 0 0 0
## 1218 355 0 0 0 0
## 1219 290 0 0 0 0
## 1223 0 0 0 0 0
## 1224 0 22 0 0 0
## 1225 0 0 96 0 0
## 1226 0 192 0 0 0
## 1227 0 28 0 0 178
## 1228 120 24 0 0 0
## 1229 60 84 0 0 273
## 1230 0 20 0 0 0
## 1231 0 0 0 0 0
## 1232 0 36 0 0 0
## 1233 64 110 0 0 0
## 1234 0 230 0 0 0
## 1235 0 0 0 0 0
## 1236 0 88 0 0 0
## 1237 0 0 0 0 0
## 1238 0 88 0 0 95
## 1239 150 0 0 0 256
## 1240 0 0 0 0 288
## 1241 490 0 0 0 0
## 1242 0 44 0 0 0
## 1243 0 0 0 0 192
## 1244 0 0 0 0 130
## 1245 0 0 0 0 0
## 1246 0 0 0 0 0
## 1247 0 0 0 0 0
## 1248 0 32 0 0 0
## 1249 0 40 0 0 0
## 1250 0 0 0 0 0
## 1251 0 0 0 0 0
## 1253 158 0 102 0 0
## 1254 0 0 0 0 0
## 1255 0 0 66 0 0
## 1256 84 0 96 0 0
## 1257 0 0 0 0 0
## 1258 88 108 0 0 0
## 1259 0 0 100 0 0
## 1260 220 114 210 0 0
## 1261 0 84 0 0 120
## 1262 200 48 0 0 0
## 1264 0 213 176 0 0
## 1265 36 82 0 0 0
## 1266 0 0 0 0 0
## 1267 196 0 150 0 0
## 1268 0 0 0 0 0
## 1269 0 27 0 0 0
## 1270 0 0 0 0 0
## 1271 0 240 0 0 0
## 1272 0 0 0 0 0
## 1273 0 0 0 0 0
## 1274 108 0 0 0 0
## 1275 0 0 0 0 0
## 1276 0 0 0 0 0
## 1277 0 0 0 0 0
## 1278 0 0 0 0 0
## 1279 0 0 0 0 0
## 1280 0 0 0 0 0
## 1281 0 50 0 0 0
## 1282 328 128 0 0 189
## 1283 0 0 0 0 0
## 1284 0 175 0 0 0
## 1286 70 78 68 0 0
## 1287 0 0 0 0 0
## 1288 192 50 0 0 0
## 1289 0 547 0 0 480
## 1290 0 0 0 0 0
## 1291 0 0 248 0 0
## 1292 0 172 109 0 0
## 1293 280 238 0 0 0
## 1294 187 0 0 0 0
## 1295 0 0 236 0 0
## 1296 0 28 0 0 0
## 1298 0 0 96 0 0
## 1299 0 165 30 0 0
## 1300 0 0 0 0 0
## 1301 0 36 0 0 0
## 1302 0 20 0 0 0
## 1303 76 0 120 0 0
## 1304 0 0 0 0 0
## 1305 0 0 0 0 0
## 1309 418 0 194 0 0
## 1310 0 192 0 0 0
## 1311 0 0 96 0 0
## 1312 0 0 139 0 0
## 1315 240 77 0 0 0
## 1316 0 0 116 0 0
## 1317 0 25 212 0 0
## 1318 0 291 134 0 0
## 1320 0 0 176 0 0
## 1323 0 299 0 0 0
## 1324 0 0 0 0 0
## 1325 0 0 0 0 0
## 1326 0 45 0 0 0
## 1327 0 0 0 0 0
## 1328 265 0 0 0 0
## 1331 0 30 0 0 0
## 1332 0 0 116 0 0
## 1333 0 0 0 0 0
## 1334 38 112 0 0 0
## 1335 0 11 0 0 0
## 1336 0 0 48 0 0
## 1337 0 0 112 0 0
## 1338 272 0 0 0 0
## Pool_Area Pool_QC Fence Misc_Feature Misc_Val Mo_Sold
## 1 0 No_Pool No_Fence None 0 5
## 2 0 No_Pool Minimum_Privacy None 0 6
## 4 0 No_Pool No_Fence None 0 4
## 5 0 No_Pool Minimum_Privacy None 0 3
## 6 0 No_Pool No_Fence None 0 6
## 7 0 No_Pool No_Fence None 0 4
## 8 0 No_Pool No_Fence None 0 1
## 9 0 No_Pool No_Fence None 0 3
## 10 0 No_Pool No_Fence None 0 6
## 11 0 No_Pool No_Fence None 0 4
## 12 0 No_Pool Good_Privacy Shed 500 3
## 13 0 No_Pool No_Fence None 0 5
## 14 0 No_Pool No_Fence None 0 2
## 15 0 No_Pool No_Fence None 0 6
## 16 0 No_Pool No_Fence None 0 6
## 19 0 No_Pool No_Fence None 0 6
## 20 0 No_Pool Minimum_Privacy None 0 2
## 21 0 No_Pool Minimum_Privacy None 0 1
## 22 0 No_Pool Minimum_Privacy None 0 1
## 23 0 No_Pool No_Fence None 0 1
## 24 0 No_Pool No_Fence Shed 700 3
## 25 0 No_Pool No_Fence None 0 4
## 26 0 No_Pool No_Fence None 0 7
## 27 0 No_Pool Minimum_Privacy None 0 4
## 29 0 No_Pool No_Fence None 0 6
## 30 0 No_Pool No_Fence None 0 2
## 31 0 No_Pool No_Fence None 0 3
## 32 0 No_Pool No_Fence None 0 3
## 33 0 No_Pool No_Fence None 0 7
## 34 0 No_Pool No_Fence None 0 6
## 35 0 No_Pool No_Fence None 0 6
## 36 0 No_Pool No_Fence None 0 7
## 37 0 No_Pool No_Fence None 0 1
## 38 0 No_Pool No_Fence None 0 5
## 39 0 No_Pool No_Fence None 0 4
## 40 0 No_Pool No_Fence None 0 6
## 41 0 No_Pool No_Fence None 0 5
## 42 0 No_Pool No_Fence None 0 6
## 43 0 No_Pool No_Fence None 0 2
## 44 0 No_Pool No_Fence None 0 3
## 45 0 No_Pool No_Fence None 0 3
## 46 0 No_Pool No_Fence None 0 6
## 47 0 No_Pool No_Fence None 0 6
## 48 0 No_Pool No_Fence None 0 6
## 49 0 No_Pool No_Fence None 0 2
## 50 0 No_Pool No_Fence None 0 4
## 51 0 No_Pool No_Fence None 0 6
## 52 0 No_Pool No_Fence None 0 1
## 53 0 No_Pool No_Fence None 0 1
## 54 0 No_Pool No_Fence None 0 4
## 55 0 No_Pool No_Fence None 0 6
## 56 0 No_Pool No_Fence None 0 5
## 57 0 No_Pool No_Fence None 0 4
## 58 0 No_Pool No_Fence None 0 4
## 59 0 No_Pool No_Fence None 0 5
## 60 0 No_Pool No_Fence None 0 5
## 61 0 No_Pool No_Fence None 0 1
## 62 0 No_Pool No_Fence None 0 3
## 63 0 No_Pool No_Fence None 0 4
## 64 0 No_Pool No_Fence None 0 4
## 65 0 No_Pool No_Fence None 0 6
## 66 0 No_Pool No_Fence None 0 3
## 67 0 No_Pool No_Fence None 0 5
## 68 0 No_Pool No_Fence None 0 4
## 70 0 No_Pool No_Fence None 0 4
## 71 0 No_Pool Good_Wood None 0 5
## 72 0 No_Pool No_Fence None 0 5
## 73 0 No_Pool No_Fence None 0 1
## 74 0 No_Pool No_Fence None 0 4
## 75 0 No_Pool No_Fence None 0 5
## 76 0 No_Pool No_Fence None 0 5
## 77 0 No_Pool Good_Privacy Shed 400 5
## 78 0 No_Pool No_Fence None 0 4
## 79 0 No_Pool Minimum_Privacy None 0 2
## 81 0 No_Pool Good_Privacy None 0 5
## 82 0 No_Pool Minimum_Privacy None 0 4
## 83 0 No_Pool No_Fence None 0 4
## 84 0 No_Pool No_Fence None 0 4
## 85 0 No_Pool Minimum_Privacy Shed 400 6
## 86 0 No_Pool Minimum_Privacy None 0 4
## 87 0 No_Pool Minimum_Privacy None 0 2
## 88 0 No_Pool Minimum_Privacy None 0 6
## 89 0 No_Pool No_Fence None 0 4
## 91 0 No_Pool No_Fence None 0 6
## 92 0 No_Pool No_Fence None 0 6
## 93 0 No_Pool No_Fence None 0 6
## 94 0 No_Pool No_Fence None 0 3
## 95 0 No_Pool No_Fence None 0 1
## 96 0 No_Pool No_Fence None 0 4
## 97 0 No_Pool No_Fence None 0 6
## 98 0 No_Pool No_Fence None 0 2
## 99 0 No_Pool No_Fence None 0 5
## 100 0 No_Pool No_Fence None 0 6
## 101 0 No_Pool No_Fence None 0 6
## 102 0 No_Pool No_Fence None 0 5
## 103 0 No_Pool No_Fence None 0 5
## 104 0 No_Pool No_Fence None 0 6
## 106 0 No_Pool No_Fence None 0 4
## 109 0 No_Pool No_Fence None 0 3
## 110 0 No_Pool No_Fence None 0 4
## 111 0 No_Pool No_Fence None 0 5
## 112 0 No_Pool No_Fence None 0 3
## 113 0 No_Pool No_Fence None 0 2
## 114 0 No_Pool No_Fence None 0 4
## 115 0 No_Pool Minimum_Privacy Shed 500 3
## 116 0 No_Pool No_Fence None 0 3
## 117 0 No_Pool Good_Wood None 0 6
## 118 0 No_Pool No_Fence None 0 4
## 119 0 No_Pool No_Fence None 0 6
## 120 0 No_Pool No_Fence Shed 400 1
## 121 0 No_Pool No_Fence None 0 4
## 122 0 No_Pool Good_Privacy None 0 4
## 123 0 No_Pool No_Fence None 0 5
## 124 0 No_Pool No_Fence None 0 4
## 125 0 No_Pool Minimum_Privacy None 0 5
## 127 0 No_Pool No_Fence None 0 4
## 128 0 No_Pool Good_Wood None 0 3
## 129 0 No_Pool No_Fence None 0 1
## 130 0 No_Pool No_Fence None 0 2
## 132 0 No_Pool Minimum_Privacy None 0 2
## 133 0 No_Pool No_Fence None 0 3
## 134 0 No_Pool No_Fence None 0 3
## 135 0 No_Pool No_Fence Shed 1500 1
## 136 0 No_Pool No_Fence None 0 1
## 137 0 No_Pool No_Fence None 0 7
## 138 0 No_Pool No_Fence None 0 6
## 139 0 No_Pool No_Fence None 0 3
## 140 0 No_Pool Minimum_Privacy Shed 300 2
## 141 0 No_Pool Good_Privacy None 0 5
## 142 0 No_Pool No_Fence None 0 4
## 143 0 No_Pool No_Fence None 0 6
## 144 0 No_Pool No_Fence None 0 4
## 145 0 No_Pool Minimum_Privacy None 0 5
## 146 0 No_Pool No_Fence None 0 4
## 147 0 No_Pool No_Fence None 0 5
## 148 0 No_Pool Good_Wood None 0 6
## 149 0 No_Pool No_Fence None 0 2
## 150 0 No_Pool No_Fence None 0 5
## 151 0 No_Pool Good_Wood None 0 6
## 152 0 No_Pool No_Fence None 0 4
## 153 0 No_Pool No_Fence None 0 1
## 154 0 No_Pool No_Fence None 0 4
## 155 0 No_Pool No_Fence None 0 4
## 156 0 No_Pool Good_Wood None 0 5
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## 1288 0 No_Pool No_Fence None 0 1
## 1289 0 No_Pool Minimum_Privacy Shed 1150 6
## 1290 0 No_Pool Minimum_Privacy None 0 8
## 1291 0 No_Pool No_Fence None 0 6
## 1292 0 No_Pool No_Fence None 0 6
## 1293 0 No_Pool No_Fence None 0 6
## 1294 0 No_Pool No_Fence None 0 5
## 1295 0 No_Pool No_Fence None 0 6
## 1296 0 No_Pool No_Fence None 0 2
## 1298 0 No_Pool No_Fence None 0 9
## 1299 0 No_Pool No_Fence None 0 9
## 1300 0 No_Pool No_Fence None 0 4
## 1301 0 No_Pool Good_Wood None 0 5
## 1302 0 No_Pool No_Fence None 0 6
## 1303 0 No_Pool No_Fence None 0 3
## 1304 0 No_Pool No_Fence None 0 6
## 1305 0 No_Pool No_Fence None 0 8
## 1309 0 No_Pool No_Fence None 0 6
## 1310 0 No_Pool Minimum_Privacy None 0 3
## 1311 0 No_Pool No_Fence None 0 5
## 1312 0 No_Pool No_Fence None 0 5
## 1315 0 No_Pool No_Fence None 0 2
## 1316 0 No_Pool No_Fence None 0 10
## 1317 0 No_Pool No_Fence None 0 4
## 1318 0 No_Pool No_Fence None 0 6
## 1320 0 No_Pool No_Fence None 0 8
## 1323 0 No_Pool No_Fence None 0 12
## 1324 0 No_Pool No_Fence None 0 6
## 1325 0 No_Pool No_Fence None 0 11
## 1326 0 No_Pool No_Fence None 0 12
## 1327 0 No_Pool No_Fence None 0 5
## 1328 0 No_Pool Good_Privacy None 0 7
## 1331 0 No_Pool No_Fence None 0 7
## 1332 0 No_Pool No_Fence None 0 5
## 1333 0 No_Pool No_Fence None 0 5
## 1334 0 No_Pool Minimum_Privacy Shed 400 4
## 1335 0 No_Pool Good_Privacy None 0 7
## 1336 0 No_Pool No_Fence None 0 7
## 1337 0 No_Pool No_Fence None 0 7
## 1338 0 No_Pool Good_Privacy None 0 5
## Year_Sold Sale_Type Sale_Condition Sale_Price Longitude Latitude
## 1 2010 WD Normal 215000 -93.61975 42.05403
## 2 2010 WD Normal 105000 -93.61976 42.05301
## 4 2010 WD Normal 244000 -93.61732 42.05125
## 5 2010 WD Normal 189900 -93.63893 42.06090
## 6 2010 WD Normal 195500 -93.63893 42.06078
## 7 2010 WD Normal 213500 -93.63379 42.06298
## 8 2010 WD Normal 191500 -93.63383 42.06073
## 9 2010 WD Normal 236500 -93.63285 42.06112
## 10 2010 WD Normal 189000 -93.63907 42.05919
## 11 2010 WD Normal 175900 -93.63695 42.05848
## 12 2010 WD Normal 185000 -93.63595 42.05742
## 13 2010 WD Normal 180400 -93.63865 42.05815
## 14 2010 WD Normal 171500 -93.63463 42.05727
## 15 2010 WD Normal 212000 -93.63291 42.05917
## 16 2010 WD Normal 538000 -93.62655 42.06124
## 19 2010 WD Normal 141000 -93.62297 42.05667
## 20 2010 WD Normal 210000 -93.63666 42.05445
## 21 2010 COD Normal 190000 -93.63396 42.05035
## 22 2010 WD Family 170000 -93.63637 42.05027
## 23 2010 WD Normal 216000 -93.63937 42.04930
## 24 2010 WD Normal 149000 -93.62623 42.05515
## 25 2010 WD Normal 149900 -93.62654 42.05459
## 26 2010 WD Normal 142000 -93.62881 42.05523
## 27 2010 WD Normal 126000 -93.62711 42.05340
## 29 2010 WD Normal 184000 -93.62437 42.05532
## 30 2010 COD Normal 96000 -93.62727 42.05183
## 31 2010 WD Normal 105500 -93.62754 42.05168
## 32 2010 WD Family 88000 -93.62728 42.05168
## 33 2010 WD Normal 127500 -93.62723 42.04967
## 34 2010 WD Normal 149900 -93.62592 42.05068
## 35 2010 WD Normal 120000 -93.62597 42.05068
## 36 2010 WD Normal 146000 -93.62585 42.04981
## 37 2010 New Partial 376162 -93.65320 42.06235
## 38 2010 WD Normal 306000 -93.65465 42.06211
## 39 2010 New Partial 395192 -93.65373 42.06113
## 40 2010 New Partial 290941 -93.65283 42.06129
## 41 2010 New Partial 220000 -93.65271 42.06087
## 42 2010 WD Normal 275000 -93.65332 42.06081
## 43 2010 WD Normal 259000 -93.65234 42.06088
## 44 2010 WD Normal 214000 -93.65231 42.06030
## 45 2010 New Partial 611657 -93.65505 42.05962
## 46 2010 New Partial 224000 -93.65044 42.05839
## 47 2010 WD Normal 500000 -93.65607 42.05860
## 48 2010 WD Normal 320000 -93.65485 42.05710
## 49 2010 WD Normal 319900 -93.65412 42.05716
## 50 2010 WD Normal 205000 -93.64945 42.05825
## 51 2010 WD Normal 175500 -93.65101 42.05718
## 52 2010 WD Normal 199500 -93.64436 42.06193
## 53 2010 WD Normal 160000 -93.64163 42.06257
## 54 2010 WD Normal 192000 -93.64225 42.06230
## 55 2010 WD Normal 184500 -93.64408 42.06144
## 56 2010 WD Normal 216500 -93.64149 42.06098
## 57 2010 WD Normal 185088 -93.64245 42.06119
## 58 2010 WD Normal 180000 -93.64132 42.06094
## 59 2010 WD Normal 222500 -93.64134 42.05710
## 60 2010 WD Normal 333168 -93.65138 42.05439
## 61 2010 WD Normal 355000 -93.65233 42.05324
## 62 2010 WD Normal 260400 -93.65421 42.05172
## 63 2010 WD Normal 325000 -93.65362 42.05167
## 64 2010 WD Normal 290000 -93.65036 42.05246
## 65 2010 WD Normal 221000 -93.65058 42.05244
## 66 2010 WD Normal 410000 -93.65297 42.05091
## 67 2010 WD Normal 221500 -93.64237 42.05306
## 68 2010 New Partial 204500 -93.64998 42.05183
## 70 2010 WD Normal 262500 -93.64710 42.05008
## 71 2010 WD Normal 254900 -93.64277 42.05235
## 72 2010 WD Normal 271500 -93.64222 42.05143
## 73 2010 WD Normal 233000 -93.69231 42.03625
## 74 2010 WD Normal 181000 -93.69241 42.03611
## 75 2010 WD Normal 205000 -93.68981 42.03603
## 76 2010 WD Normal 143000 -93.68642 42.03548
## 77 2010 WD Normal 189000 -93.68769 42.03666
## 78 2010 WD Normal 99500 -93.68626 42.03459
## 79 2010 WD Normal 125000 -93.68626 42.03470
## 81 2010 WD Normal 152000 -93.68503 42.03455
## 82 2010 WD Normal 171000 -93.68503 42.03468
## 83 2010 WD Normal 67500 -93.67907 42.03608
## 84 2010 WD Normal 112000 -93.67721 42.03654
## 85 2010 WD Normal 148000 -93.67367 42.03479
## 86 2010 WD Normal 138500 -93.67096 42.03569
## 87 2010 WD Normal 122000 -93.67210 42.03486
## 88 2010 WD Normal 133000 -93.67207 42.03457
## 89 2010 WD Normal 127000 -93.66969 42.03533
## 91 2010 WD Normal 190000 -93.64675 42.04825
## 92 2010 WD Normal 362500 -93.65177 42.04682
## 93 2010 WD Normal 285000 -93.65277 42.04577
## 94 2010 WD Normal 260000 -93.64799 42.04745
## 95 2010 WD Normal 190000 -93.64614 42.04809
## 96 2010 ConLD Normal 155000 -93.64560 42.04857
## 97 2010 WD Normal 151000 -93.64489 42.04790
## 98 2010 WD Normal 149500 -93.64489 42.04788
## 99 2010 WD Normal 152000 -93.64489 42.04778
## 100 2010 New Partial 222000 -93.64689 42.04717
## 101 2010 WD Normal 177500 -93.64561 42.04615
## 102 2010 WD Normal 177000 -93.64558 42.04615
## 103 2010 WD Normal 155000 -93.64548 42.04642
## 104 2010 WD Normal 147110 -93.64548 42.04611
## 106 2010 WD Normal 254000 -93.64356 42.04638
## 109 2010 WD Normal 130500 -93.65921 42.03456
## 110 2010 WD Normal 230000 -93.63952 42.04861
## 111 2010 WD Normal 218500 -93.63335 42.04632
## 112 2010 WD Normal 243500 -93.63688 42.04304
## 113 2010 WD Normal 205000 -93.63746 42.04331
## 114 2010 WD Normal 212500 -93.63753 42.04331
## 115 2010 WD Normal 196500 -93.63779 42.04333
## 116 2010 WD Normal 197500 -93.63143 42.04382
## 117 2010 WD Normal 171000 -93.63255 42.04382
## 118 2010 WD Normal 142250 -93.62614 42.04657
## 119 2010 WD Normal 143000 -93.62593 42.04221
## 120 2010 WD Normal 128950 -93.62338 42.04336
## 121 2010 ConLD Normal 159000 -93.62694 42.03909
## 122 2010 WD Normal 178900 -93.62754 42.03897
## 123 2010 COD Family 136300 -93.62678 42.04033
## 124 2010 WD Normal 180500 -93.62781 42.04115
## 125 2010 WD Abnorml 137500 -93.62573 42.04039
## 127 2010 WD Normal 142125 -93.62286 42.03921
## 128 2010 WD Normal 197600 -93.62065 42.03921
## 129 2010 WD Normal 172500 -93.62050 42.03854
## 130 2010 WD Normal 116500 -93.62929 42.03526
## 132 2010 WD Normal 128000 -93.62475 42.03594
## 133 2010 WD Normal 153000 -93.62460 42.03610
## 134 2010 WD Normal 132000 -93.62143 42.03742
## 135 2010 WD Normal 178000 -93.61822 42.04849
## 136 2010 WD Normal 154300 -93.61842 42.04594
## 137 2010 WD Normal 180000 -93.61431 42.04951
## 138 2010 WD Normal 190000 -93.61424 42.04745
## 139 2010 WD Normal 135000 -93.61769 42.04489
## 140 2010 WD Normal 214000 -93.61755 42.04398
## 141 2010 WD Normal 136000 -93.61712 42.04291
## 142 2010 WD Normal 165500 -93.61770 42.04308
## 143 2010 WD Normal 145000 -93.61863 42.04485
## 144 2010 WD Normal 148000 -93.61658 42.04397
## 145 2010 COD Abnorml 142000 -93.61488 42.04405
## 146 2010 WD Normal 167500 -93.61330 42.04418
## 147 2010 WD Normal 108538 -93.61513 42.04488
## 148 2010 WD Normal 159500 -93.61424 42.04359
## 149 2010 WD Normal 108000 -93.61362 42.04231
## 150 2010 WD Normal 135000 -93.61562 42.04040
## 151 2010 WD Normal 122500 -93.61709 42.04137
## 152 2010 WD Abnorml 119000 -93.61722 42.03851
## 153 2010 WD Abnorml 109000 -93.61843 42.03984
## 154 2010 WD Normal 105000 -93.61548 42.03844
## 155 2010 WD Normal 107500 -93.61164 42.03852
## 156 2010 WD Normal 144900 -93.61879 42.03825
## 157 2010 WD Normal 129000 -93.61920 42.03813
## 158 2010 WD Abnorml 97500 -93.62034 42.03587
## 159 2010 WD Normal 144000 -93.61168 42.03721
## 160 2010 WD Normal 162000 -93.60728 42.04008
## 162 2010 WD Normal 132000 -93.61061 42.03587
## 163 2010 WD Normal 154000 -93.60597 42.03594
## 164 2010 WD Normal 166000 -93.60922 42.03476
## 165 2010 WD Normal 134800 -93.60780 42.03485
## 166 2010 WD Normal 160000 -93.60594 42.03475
## 167 2010 WD Normal 148000 -93.60674 42.03485
## 168 2010 WD Normal 192000 -93.60483 42.03687
## 169 2010 WD Normal 155000 -93.60371 42.03709
## 170 2010 COD Abnorml 80400 -93.61701 42.03331
## 171 2010 WD Normal 96500 -93.61714 42.03213
## 172 2010 WD Normal 109500 -93.62024 42.03136
## 173 2010 WD Normal 115000 -93.62024 42.03138
## 174 2010 WD Normal 143000 -93.61791 42.03038
## 175 2010 WD Normal 107400 -93.61400 42.03328
## 176 2010 WD Normal 80000 -93.61543 42.03364
## 177 2010 WD Abnorml 119000 -93.61545 42.03239
## 178 2010 WD Normal 130000 -93.60895 42.03128
## 179 2010 WD Normal 119000 -93.60908 42.03031
## 180 2010 WD Normal 129000 -93.61047 42.03038
## 181 2010 WD Normal 100000 -93.61047 42.03047
## 183 2010 WD Normal 105900 -93.60679 42.03033
## 184 2010 WD Abnorml 150000 -93.61689 42.02810
## 185 2010 WD Normal 139000 -93.61059 42.02915
## 186 2010 WD Normal 240000 -93.61221 42.02815
## 188 2010 WD Normal 149700 -93.60825 42.03005
## 189 2010 WD Normal 125500 -93.60724 42.02816
## 190 2010 WD Normal 122500 -93.60875 42.02916
## 191 2010 WD Normal 140750 -93.60709 42.02817
## 192 2010 WD Normal 128500 -93.62574 42.03364
## 193 2010 WD Normal 209500 -93.62583 42.03019
## 194 2010 WD Normal 87000 -93.62559 42.03362
## 195 2010 WD Abnorml 134000 -93.62457 42.03356
## 196 2010 WD Normal 128000 -93.62260 42.03360
## 197 2010 WD Normal 132000 -93.62352 42.03366
## 198 2010 WD Normal 139900 -93.62245 42.03363
## 199 2010 WD Normal 123900 -93.62348 42.03156
## 200 2010 WD Normal 138400 -93.62148 42.03134
## 201 2010 WD Normal 109500 -93.62041 42.03230
## 202 2010 WD Normal 140000 -93.62338 42.02799
## 203 2010 WD Normal 149500 -93.62167 42.02889
## 204 2010 WD Normal 159900 -93.62184 42.02887
## 205 2010 WD Normal 122000 -93.62163 42.02691
## 208 2010 WD Normal 140000 -93.62039 42.02674
## 209 2010 COD Normal 244400 -93.65623 42.03345
## 210 2010 WD Normal 173000 -93.65554 42.03243
## 212 2010 ConLD Normal 100000 -93.65692 42.02675
## 213 2010 WD Normal 95000 -93.65808 42.02616
## 215 2010 COD Normal 114900 -93.65585 42.02282
## 216 2010 WD Normal 94000 -93.67204 42.03445
## 217 2010 WD Normal 136000 -93.67102 42.03339
## 218 2010 WD Normal 136500 -93.67108 42.03339
## 219 2010 WD Normal 131500 -93.67340 42.03301
## 220 2010 WD Normal 121500 -93.67238 42.03237
## 221 2010 WD Normal 125000 -93.67814 42.02987
## 222 2010 WD Normal 154000 -93.67666 42.03069
## 223 2010 WD Normal 137900 -93.67799 42.02992
## 224 2010 WD Normal 158000 -93.67665 42.02973
## 225 2010 WD Normal 137250 -93.67667 42.03052
## 226 2010 WD Normal 160250 -93.67151 42.03119
## 227 2010 WD Normal 163000 -93.67356 42.03136
## 228 2010 WD Abnorml 158900 -93.67252 42.03128
## 229 2010 WD Normal 328000 -93.67050 42.03008
## 230 2010 WD Normal 270000 -93.67011 42.03009
## 231 2010 WD Normal 85000 -93.66362 42.03387
## 232 2010 WD Normal 128000 -93.66838 42.03216
## 234 2010 WD Normal 230000 -93.67504 42.02467
## 235 2010 WD Normal 124000 -93.67118 42.02308
## 236 2010 COD Abnorml 83000 -93.66276 42.02823
## 237 2010 WD Normal 144500 -93.66357 42.02653
## 238 2010 WD Normal 129000 -93.66771 42.02421
## 239 2010 WD Normal 127000 -93.66526 42.02517
## 240 2010 WD Normal 128000 -93.66610 42.02526
## 241 2010 WD Normal 186000 -93.66589 42.02475
## 243 2010 COD Normal 114000 -93.66337 42.02502
## 244 2010 WD Abnorml 84900 -93.65981 42.02416
## 245 2010 WD Normal 178000 -93.68500 42.03374
## 246 2010 WD Normal 270000 -93.68599 42.03208
## 247 2010 WD Normal 218000 -93.68317 42.03378
## 248 2010 WD Normal 236000 -93.68203 42.03068
## 249 2010 WD Normal 147000 -93.68016 42.03112
## 250 2010 WD Normal 245350 -93.69019 42.02575
## 251 2010 WD Normal 206000 -93.69127 42.02461
## 252 2010 WD Normal 198900 -93.69245 42.02460
## 253 2010 WD Normal 187000 -93.69252 42.02460
## 254 2010 WD Normal 320000 -93.68329 42.03060
## 255 2010 WD Normal 138500 -93.68018 42.02985
## 256 2010 WD Normal 155000 -93.68214 42.02432
## 257 2010 WD Normal 159000 -93.69188 42.02132
## 258 2010 WD Normal 191000 -93.69054 42.01841
## 259 2010 WD Normal 200500 -93.68826 42.01867
## 260 2010 WD Normal 150000 -93.68773 42.02219
## 261 2010 WD Normal 161750 -93.68781 42.02204
## 262 2010 WD Normal 128200 -93.68775 42.02139
## 263 2010 WD Normal 127000 -93.68373 42.02113
## 264 2010 WD Normal 318000 -93.68786 42.01866
## 265 2010 WD Normal 272000 -93.68552 42.01907
## 266 2010 WD Normal 237000 -93.68776 42.01612
## 267 2010 WD Normal 240000 -93.68086 42.01872
## 268 2010 WD Normal 224900 -93.68269 42.01775
## 269 2010 WD Normal 143750 -93.68123 42.01628
## 270 2010 WD Normal 143000 -93.68370 42.01625
## 271 2010 WD Normal 232000 -93.68792 42.01404
## 272 2010 WD Normal 213000 -93.68402 42.01409
## 273 2010 WD Normal 185500 -93.68596 42.01402
## 274 2010 ConLD Normal 84900 -93.67833 42.02036
## 277 2010 WD Normal 144000 -93.67754 42.02063
## 278 2010 WD Abnorml 64000 -93.67637 42.02116
## 279 2010 WD Normal 125200 -93.67527 42.02031
## 280 2010 WD Abnorml 107000 -93.67517 42.01985
## 281 2010 WD Normal 90000 -93.66634 42.01963
## 282 2010 WD Normal 140000 -93.66751 42.02020
## 283 2010 WD Normal 113000 -93.66484 42.02179
## 285 2010 WD Normal 144500 -93.66194 42.01773
## 286 2010 WD Normal 104000 -93.65576 42.02267
## 287 2010 WD Normal 128000 -93.65565 42.02270
## 288 2010 WD Normal 58500 -93.65672 42.02209
## 289 2010 WD Normal 127000 -93.65032 42.01774
## 290 2010 WD Normal 126000 -93.65144 42.01780
## 293 2010 WD Normal 169000 -93.64668 42.01909
## 294 2010 WD Normal 257500 -93.64004 42.01623
## 295 2010 WD Normal 215000 -93.63978 42.01494
## 296 2010 WD Normal 266500 -93.64279 42.01468
## 297 2010 WD Normal 335000 -93.63968 42.01100
## 298 2010 WD Normal 203135 -93.64501 42.01061
## 299 2010 WD Normal 185000 -93.64570 42.00935
## 300 2010 WD Normal 162500 -93.64573 42.00934
## 301 2010 WD Normal 289000 -93.64168 42.01080
## 302 2010 WD Normal 125500 -93.62529 42.02277
## 304 2010 COD Normal 110000 -93.62669 42.02147
## 305 2010 COD Abnorml 68400 -93.61527 42.02146
## 306 2010 WD Abnorml 102776 -93.60659 42.02265
## 307 2010 WD Alloca 55993 -93.60827 42.02133
## 308 2010 WD Alloca 50138 -93.60775 42.02152
## 309 2010 WD Normal 246000 -93.61599 42.00869
## 310 2010 WD Normal 254900 -93.60495 41.99706
## 311 2010 WD Normal 190000 -93.60282 41.99705
## 312 2010 WD Normal 201000 -93.60397 41.99607
## 313 2010 WD Normal 169900 -93.60080 41.99478
## 314 2010 ConLD Normal 170000 -93.60200 41.99401
## 315 2010 WD Normal 160000 -93.65789 41.99774
## 316 2010 WD Normal 220000 -93.64920 41.99535
## 317 2010 New Partial 179781 -93.64920 41.99528
## 318 2010 WD Normal 174000 -93.64910 41.99428
## 319 2010 New Partial 269500 -93.64947 41.99353
## 320 2010 WD Normal 214900 -93.64764 41.99549
## 321 2010 WD Normal 202900 -93.64681 41.99435
## 322 2010 WD Normal 378500 -93.65250 41.99299
## 323 2010 WD Normal 169000 -93.60743 41.99321
## 324 2010 WD Normal 173500 -93.60837 41.99093
## 325 2010 WD Normal 139000 -93.60762 41.99325
## 326 2010 WD Normal 166500 -93.60822 41.99100
## 327 2010 WD Normal 83500 -93.60359 41.99186
## 328 2010 WD Normal 119500 -93.60432 41.99176
## 329 2010 WD Normal 85000 -93.60443 41.99188
## 330 2010 WD Normal 76000 -93.60344 41.99221
## 331 2010 WD Normal 75500 -93.60359 41.99212
## 332 2010 WD Normal 88250 -93.60181 41.99170
## 333 2010 WD Normal 85500 -93.60340 41.99182
## 334 2010 ConLD Normal 130000 -93.60145 41.99156
## 335 2010 WD Normal 157900 -93.60686 41.98873
## 336 2010 WD Normal 149900 -93.60354 41.98894
## 338 2010 WD Normal 136000 -93.60058 41.98665
## 339 2010 WD Normal 161000 -93.59979 41.99130
## 340 2010 WD Normal 285000 -93.60001 41.98985
## 341 2010 WD Normal 231000 -93.60015 41.98918
## 342 2009 WD Normal 124500 -93.61890 42.05304
## 343 2009 WD Normal 157000 -93.61956 42.05139
## 344 2009 WD Normal 345000 -93.61552 42.04932
## 345 2009 WD Normal 189500 -93.63939 42.05996
## 346 2009 WD Normal 270000 -93.63992 42.06329
## 347 2009 WD Normal 189000 -93.63640 42.06090
## 348 2009 WD Normal 377500 -93.63584 42.06296
## 349 2009 WD Normal 168500 -93.63744 42.06060
## 350 2009 WD Normal 375000 -93.63426 42.06290
## 351 2009 WD Normal 278000 -93.63374 42.06198
## 352 2009 WD Normal 240000 -93.63355 42.06163
## 353 2009 WD Normal 239500 -93.63302 42.06118
## 354 2009 WD Normal 177500 -93.63921 42.05928
## 355 2009 WD Normal 185000 -93.63907 42.05913
## 356 2009 WD Normal 191000 -93.63907 42.05916
## 357 2009 WD Normal 178000 -93.63696 42.05827
## 358 2009 WD Normal 185000 -93.63705 42.05806
## 359 2009 WD Normal 181316 -93.63767 42.05965
## 360 2009 WD Normal 166000 -93.63582 42.05819
## 361 2009 WD Normal 178000 -93.63575 42.05793
## 362 2009 WD Normal 174000 -93.63682 42.05817
## 363 2009 WD Normal 173000 -93.63605 42.05785
## 364 2009 WD Normal 225000 -93.63932 42.05820
## 365 2009 WD Normal 180500 -93.63464 42.05875
## 366 2009 COD Abnorml 187500 -93.63325 42.05924
## 367 2009 New Partial 501837 -93.62775 42.06027
## 368 2009 New Partial 372500 -93.62864 42.05982
## 369 2009 WD Normal 260000 -93.62936 42.05844
## 370 2009 WD Normal 185000 -93.62398 42.05680
## 371 2009 WD Normal 260000 -93.63734 42.05353
## 372 2009 WD Normal 181000 -93.63651 42.05541
## 373 2009 WD Family 82500 -93.63506 42.05508
## 374 2009 WD Normal 215000 -93.63242 42.05557
## 376 2009 WD Normal 200000 -93.63745 42.05251
## 377 2009 WD Normal 249000 -93.63837 42.05210
## 378 2009 WD Normal 187500 -93.63421 42.05272
## 379 2009 WD Normal 184000 -93.63704 42.05288
## 381 2009 COD Abnorml 157000 -93.63729 42.05035
## 382 2009 WD Family 152000 -93.63469 42.04965
## 383 2009 WD Normal 197500 -93.63592 42.04939
## 384 2009 WD Normal 240900 -93.63952 42.04911
## 385 2009 New Partial 263435 -93.63951 42.05162
## 387 2009 WD Normal 235000 -93.63937 42.04941
## 388 2009 WD Normal 213000 -93.63291 42.05317
## 389 2009 WD Normal 167900 -93.63218 42.05235
## 390 2009 WD Normal 158000 -93.63025 42.05245
## 391 2009 WD Normal 165000 -93.63143 42.05267
## 392 2009 COD Abnorml 158000 -93.63179 42.04891
## 393 2009 WD Normal 136000 -93.62586 42.05640
## 394 2009 WD Normal 148500 -93.62655 42.05463
## 395 2009 WD Normal 156000 -93.62871 42.05523
## 396 2009 COD Normal 128000 -93.62660 42.05518
## 397 2009 WD Normal 143000 -93.62655 42.05515
## 398 2009 WD Abnorml 76500 -93.62704 42.05337
## 399 2009 WD Normal 120500 -93.62566 42.05331
## 400 2009 WD Normal 124500 -93.62554 42.05331
## 401 2009 WD Abnorml 97000 -93.62350 42.05644
## 402 2009 WD Normal 130000 -93.62233 42.05646
## 403 2009 WD Normal 111000 -93.62740 42.05276
## 404 2009 WD Normal 125000 -93.62812 42.05234
## 405 2009 COD Abnorml 112000 -93.62757 42.05168
## 406 2009 WD Normal 97000 -93.62946 42.05166
## 407 2009 WD Normal 118000 -93.62985 42.05182
## 408 2009 WD Normal 119500 -93.62988 42.05182
## 409 2009 WD Normal 143750 -93.62724 42.05062
## 410 2009 WD Normal 146000 -93.62473 42.05071
## 411 2009 WD Normal 148500 -93.62475 42.05071
## 412 2009 WD Normal 123000 -93.62595 42.05068
## 413 2009 WD Normal 147000 -93.62592 42.05053
## 414 2009 WD Normal 137900 -93.62585 42.05021
## 415 2009 WD Normal 147000 -93.62569 42.05009
## 416 2009 WD Normal 148500 -93.62569 42.05013
## 417 2009 WD Normal 138000 -93.62570 42.05022
## 418 2009 WD Normal 128500 -93.62571 42.05040
## 419 2009 WD Normal 100000 -93.62560 42.04889
## 420 2009 WD Normal 148800 -93.62652 42.04849
## 421 2009 WD Normal 337500 -93.65888 42.06231
## 422 2009 WD Normal 462000 -93.65627 42.06330
## 423 2009 New Partial 485000 -93.65272 42.06303
## 424 2009 WD Normal 555000 -93.65783 42.06190
## 425 2009 WD Normal 325000 -93.65748 42.06128
## 426 2009 WD Normal 256300 -93.65424 42.06299
## 427 2009 New Partial 253293 -93.65414 42.06299
## 428 2009 New Partial 398800 -93.65395 42.06299
## 429 2009 WD Normal 335000 -93.65286 42.06294
## 430 2009 WD Normal 404000 -93.65444 42.06226
## 431 2009 New Partial 402861 -93.65457 42.06226
## 434 2009 New Partial 582933 -93.65705 42.06240
## 435 2009 WD Normal 360000 -93.65444 42.06211
## 436 2009 WD Normal 296000 -93.65885 42.06093
## 437 2009 WD Family 409900 -93.65674 42.06035
## 438 2009 WD Normal 255500 -93.65315 42.06138
## 440 2009 WD Normal 274900 -93.65472 42.06058
## 441 2009 WD Normal 300000 -93.65476 42.06058
## 442 2009 WD Normal 324000 -93.65208 42.06168
## 443 2009 WD Normal 350000 -93.65465 42.06043
## 444 2009 WD Normal 280000 -93.65272 42.06018
## 445 2009 WD Normal 284000 -93.65413 42.05991
## 446 2009 WD Normal 269500 -93.65478 42.05990
## 447 2009 New Partial 233170 -93.64377 42.06140
## 448 2009 WD Normal 386250 -93.65604 42.05924
## 449 2009 WD Normal 445000 -93.65486 42.05878
## 450 2009 WD Normal 290000 -93.65452 42.05889
## 451 2009 WD Normal 255900 -93.65048 42.05920
## 452 2009 WD Normal 213000 -93.64978 42.05918
## 453 2009 WD Normal 196000 -93.64974 42.05918
## 454 2009 WD Normal 184500 -93.64972 42.05918
## 455 2009 WD Normal 212500 -93.65026 42.05834
## 456 2009 WD Normal 230000 -93.65024 42.05834
## 457 2009 WD Abnorml 552000 -93.65548 42.05718
## 458 2009 WD Normal 382500 -93.65524 42.05851
## 459 2009 New Partial 320000 -93.65420 42.05716
## 460 2009 WD Normal 248500 -93.65421 42.05709
## 461 2009 WD Normal 286500 -93.65440 42.05702
## 462 2009 WD Normal 254000 -93.65148 42.05698
## 463 2009 WD Normal 173000 -93.65101 42.05728
## 464 2009 WD Normal 173000 -93.65024 42.05747
## 465 2009 WD Normal 184000 -93.64575 42.06232
## 466 2009 WD Normal 167800 -93.64466 42.06318
## 467 2009 WD Normal 174000 -93.64446 42.06206
## 468 2009 WD Normal 174000 -93.64563 42.06240
## 469 2009 WD Normal 174000 -93.64156 42.06256
## 470 2009 WD Normal 175900 -93.64151 42.06256
## 471 2009 WD Normal 192500 -93.64209 42.06230
## 472 2009 WD Normal 181000 -93.64260 42.06227
## 473 2009 WD Normal 180000 -93.64291 42.06208
## 474 2009 WD Normal 160200 -93.64291 42.06209
## 475 2009 WD Normal 188500 -93.64275 42.06156
## 477 2009 WD Normal 170000 -93.64411 42.06174
## 478 2009 WD Normal 189500 -93.64177 42.06115
## 479 2009 WD Normal 184100 -93.64149 42.06111
## 480 2009 WD Normal 195500 -93.64263 42.06166
## 481 2009 WD Normal 192000 -93.64005 42.06137
## 482 2009 WD Normal 178000 -93.64007 42.06328
## 484 2009 WD Normal 236000 -93.64281 42.05859
## 485 2009 WD Normal 257500 -93.64293 42.05948
## 486 2009 WD Normal 244000 -93.64192 42.05907
## 487 2009 WD Normal 167000 -93.64425 42.05960
## 488 2009 WD Normal 179000 -93.64138 42.05784
## 489 2009 WD Normal 190000 -93.64131 42.05783
## 490 2009 WD Normal 156000 -93.64130 42.05783
## 492 2009 WD Normal 181000 -93.64140 42.05709
## 494 2009 WD Normal 168000 -93.64088 42.05867
## 495 2009 WD Normal 337000 -93.65429 42.05375
## 496 2009 WD Normal 403000 -93.65716 42.05391
## 497 2009 WD Normal 327000 -93.65096 42.05563
## 498 2009 WD Normal 340000 -93.65261 42.05344
## 499 2009 WD Normal 336000 -93.65238 42.05304
## 500 2009 WD Normal 265000 -93.65556 42.05267
## 501 2009 WD Normal 315000 -93.65599 42.05041
## 502 2009 WD Normal 260000 -93.65405 42.04970
## 503 2009 WD Normal 260000 -93.65150 42.05161
## 504 2009 WD Normal 263550 -93.65212 42.05022
## 505 2009 WD Normal 402000 -93.65053 42.04992
## 506 2009 WD Normal 248000 -93.65082 42.05097
## 507 2009 New Partial 244600 -93.64412 42.05428
## 508 2009 WD Normal 275000 -93.64247 42.05504
## 509 2009 WD Normal 257500 -93.64255 42.05430
## 510 2009 New Partial 287090 -93.64394 42.05415
## 511 2009 WD Normal 275500 -93.64258 42.05415
## 512 2009 WD Normal 245000 -93.64236 42.05321
## 513 2009 WD Normal 253000 -93.64125 42.05326
## 515 2009 New Partial 252678 -93.65032 42.05180
## 516 2009 WD Normal 210000 -93.65040 42.05180
## 517 2009 New Partial 208300 -93.65044 42.05179
## 518 2009 New Partial 225000 -93.65042 42.05165
## 519 2009 New Partial 229456 -93.65038 42.05165
## 520 2009 WD Normal 229800 -93.65034 42.05165
## 521 2009 WD Normal 250000 -93.64827 42.05041
## 522 2009 New Partial 370878 -93.64881 42.05172
## 523 2009 WD Normal 238500 -93.64878 42.05179
## 524 2009 WD Normal 310000 -93.64300 42.05234
## 525 2009 WD Normal 270000 -93.64287 42.05235
## 526 2009 WD Normal 252000 -93.64384 42.05213
## 527 2009 WD Normal 241000 -93.64247 42.05142
## 528 2009 New Partial 264500 -93.64375 42.05138
## 529 2009 WD Normal 291000 -93.64085 42.05212
## 530 2009 WD Normal 263000 -93.64175 42.05141
## 531 2009 WD Normal 185000 -93.64313 42.05125
## 532 2009 WD Normal 234500 -93.64150 42.05125
## 533 2009 WD Normal 209000 -93.63983 42.05089
## 534 2009 WD Normal 159000 -93.69153 42.03756
## 535 2009 WD Normal 152000 -93.69202 42.03761
## 536 2009 WD Normal 143500 -93.69247 42.03766
## 537 2009 WD Normal 193000 -93.69143 42.03600
## 538 2009 WD Normal 203000 -93.69151 42.03601
## 539 2009 WD Normal 184900 -93.69171 42.03528
## 540 2009 WD Normal 159000 -93.69187 42.03792
## 541 2009 WD Normal 142000 -93.69107 42.03813
## 542 2009 WD Normal 153000 -93.69016 42.03776
## 543 2009 New Partial 224243 -93.69040 42.03743
## 544 2009 WD Normal 220000 -93.68914 42.03685
## 545 2009 COD Abnorml 257000 -93.69139 42.03607
## 546 2009 WD Normal 189000 -93.68880 42.03690
## 547 2009 WD Normal 171500 -93.68784 42.03658
## 548 2009 WD Normal 120000 -93.68626 42.03453
## 549 2009 WD Normal 145000 -93.68627 42.03552
## 550 2009 WD Normal 184000 -93.68780 42.03761
## 551 2009 WD Normal 162000 -93.68504 42.03597
## 552 2009 WD Normal 160000 -93.68396 42.03576
## 553 2009 WD Normal 82000 -93.67908 42.03654
## 554 2009 WD Normal 76000 -93.68020 42.03529
## 555 2009 WD Normal 110000 -93.67636 42.03581
## 556 2009 WD Normal 135000 -93.67701 42.03475
## 557 2009 WD Normal 141000 -93.67405 42.03462
## 558 2009 WD Normal 122000 -93.67572 42.03529
## 560 2009 WD Normal 129000 -93.66954 42.03533
## 561 2009 WD Normal 131400 -93.67352 42.03460
## 562 2009 WD Normal 62383 -93.66971 42.03460
## 563 2009 WD Normal 123000 -93.66984 42.03458
## 564 2009 WD Normal 275000 -93.66033 42.03724
## 565 2009 WD Normal 235000 -93.65033 42.04767
## 566 2009 WD Normal 280750 -93.64777 42.04763
## 567 2009 New Partial 164500 -93.64632 42.04842
## 568 2009 New Partial 173733 -93.64634 42.04849
## 569 2009 New Partial 222000 -93.64704 42.04734
## 570 2009 WD Normal 195000 -93.64692 42.04725
## 571 2009 WD Normal 172500 -93.64420 42.04710
## 572 2009 WD Normal 180000 -93.64566 42.04614
## 573 2009 WD Normal 156000 -93.64548 42.04642
## 574 2009 WD Abnorml 172500 -93.64180 42.04717
## 575 2009 WD Normal 318750 -93.64592 42.04378
## 577 2009 WD Normal 241600 -93.64806 42.04355
## 578 2009 WD Abnorml 180500 -93.64555 42.04302
## 579 2009 WD Normal 150000 -93.65921 42.03451
## 580 2009 WD Normal 154000 -93.63534 42.04771
## 581 2009 WD Normal 185000 -93.63463 42.04801
## 582 2009 WD Normal 185750 -93.63480 42.04896
## 583 2009 WD Normal 200000 -93.63197 42.04876
## 584 2009 WD Normal 206000 -93.63188 42.04876
## 585 2009 WD Normal 162000 -93.63152 42.04765
## 586 2009 WD Normal 256900 -93.63316 42.04648
## 587 2009 WD Normal 197900 -93.63185 42.04648
## 588 2009 WD Normal 163000 -93.63254 42.04581
## 589 2009 WD Abnorml 113000 -93.63282 42.04580
## 590 2009 WD Normal 230000 -93.63796 42.04324
## 591 2009 WD Normal 167900 -93.63791 42.04384
## 592 2009 WD Normal 213250 -93.63265 42.04367
## 593 2009 WD Normal 227000 -93.63190 42.04469
## 594 2009 WD Normal 130000 -93.62890 42.04880
## 595 2009 COD Normal 143000 -93.62705 42.04671
## 596 2009 WD Normal 117500 -93.62461 42.04664
## 597 2009 COD Abnorml 168500 -93.63071 42.04482
## 598 2009 WD Normal 172500 -93.62742 42.04393
## 599 2009 WD Normal 161500 -93.62578 42.04315
## 600 2009 WD Normal 141500 -93.62299 42.04313
## 601 2009 WD Normal 118000 -93.62247 42.04224
## 603 2009 WD Normal 140000 -93.62264 42.04477
## 604 2009 WD Normal 177625 -93.62248 42.04493
## 605 2009 COD Abnorml 110000 -93.62341 42.04488
## 606 2009 WD Normal 167000 -93.62941 42.04064
## 607 2009 WD Normal 153000 -93.62866 42.03849
## 608 2009 COD Abnorml 145100 -93.62731 42.04073
## 609 2009 WD Normal 154000 -93.62784 42.04001
## 610 2009 WD Normal 177500 -93.62798 42.03990
## 611 2009 WD Normal 158000 -93.62698 42.04089
## 612 2009 WD Normal 124500 -93.62458 42.04110
## 613 2009 WD Normal 174500 -93.62269 42.03946
## 614 2009 WD Normal 122000 -93.62170 42.03860
## 615 2009 WD Normal 82500 -93.62950 42.03549
## 616 2009 WD Normal 110000 -93.62919 42.03544
## 617 2009 WD Normal 149500 -93.62563 42.03464
## 619 2009 WD Normal 167000 -93.62371 42.03474
## 620 2009 WD Normal 128900 -93.62461 42.03745
## 621 2009 WD Normal 140000 -93.62264 42.03595
## 622 2009 WD Normal 147000 -93.62249 42.03618
## 623 2009 WD Normal 124000 -93.61967 42.04931
## 624 2009 WD Normal 187500 -93.61796 42.04829
## 625 2009 WD Normal 159000 -93.61569 42.04683
## 626 2009 WD Normal 256000 -93.61560 42.04861
## 627 2009 WD Normal 205000 -93.61556 42.04872
## 628 2009 WD Normal 193500 -93.61462 42.04806
## 630 2009 WD Normal 104900 -93.61903 42.04489
## 631 2009 WD Normal 150000 -93.61878 42.04397
## 632 2009 WD Normal 156500 -93.61864 42.04413
## 633 2009 WD Normal 176000 -93.61488 42.04399
## 634 2009 WD Normal 149500 -93.61643 42.04408
## 635 2009 WD Normal 139000 -93.61475 42.04547
## 636 2009 WD Normal 155000 -93.61406 42.04491
## 637 2009 COD Abnorml 120000 -93.61477 42.04297
## 638 2009 WD Normal 153000 -93.61588 42.04223
## 639 2009 WD Family 144000 -93.61454 42.04324
## 640 2009 WD Normal 176000 -93.62002 42.04093
## 641 2009 WD Normal 153000 -93.61848 42.04086
## 642 2009 WD Normal 135000 -93.61655 42.04046
## 643 2009 WD Normal 131000 -93.61855 42.03967
## 644 2009 WD Normal 123000 -93.61904 42.03853
## 645 2009 WD Normal 126000 -93.61722 42.03836
## 646 2009 WD Normal 115000 -93.61240 42.03840
## 647 2009 WD Normal 164900 -93.61721 42.03712
## 648 2009 WD Normal 113000 -93.61679 42.03722
## 649 2009 WD Normal 145500 -93.61861 42.03492
## 650 2009 ConLD Normal 102900 -93.61861 42.03469
## 652 2009 WD Normal 152500 -93.62034 42.03622
## 653 2009 WD Normal 129900 -93.61719 42.03583
## 654 2009 WD Normal 132000 -93.61718 42.03475
## 655 2009 WD Normal 99900 -93.61462 42.03807
## 656 2009 WD Normal 135000 -93.61442 42.03768
## 657 2009 WD Normal 149000 -93.61239 42.03714
## 658 2009 WD Normal 114000 -93.61224 42.03733
## 659 2009 WD Normal 109500 -93.61405 42.03601
## 660 2009 WD Normal 125000 -93.61547 42.03600
## 661 2009 WD Normal 142900 -93.61405 42.03467
## 662 2009 WD Normal 156500 -93.61390 42.03457
## 663 2009 WD Normal 59000 -93.61174 42.03476
## 665 2009 WD Normal 106000 -93.61225 42.03526
## 666 2009 WD Normal 78500 -93.61225 42.03528
## 667 2009 WD Normal 190000 -93.61035 42.04179
## 668 2009 WD Normal 154000 -93.60765 42.04015
## 669 2009 WD Normal 163000 -93.61059 42.04030
## 670 2009 WD Normal 200000 -93.61065 42.04124
## 671 2009 WD Normal 143500 -93.60820 42.03851
## 672 2009 WD Normal 135000 -93.60893 42.03835
## 673 2009 WD Normal 153000 -93.60923 42.03905
## 674 2009 WD Normal 157500 -93.60657 42.04077
## 675 2009 WD Normal 113500 -93.60552 42.03881
## 678 2009 COD Abnorml 128500 -93.61061 42.03579
## 680 2009 WD Normal 138000 -93.60891 42.03723
## 681 2009 WD Normal 128000 -93.60689 42.03602
## 682 2009 COD Abnorml 139000 -93.60689 42.03597
## 683 2009 WD Normal 118900 -93.60781 42.03572
## 684 2009 WD Normal 138000 -93.60597 42.03571
## 685 2009 WD Normal 132500 -93.60679 42.03721
## 686 2009 WD Normal 133500 -93.60994 42.03475
## 687 2009 COD Abnorml 135000 -93.61061 42.03486
## 688 2009 WD Normal 144750 -93.60499 42.03705
## 689 2009 WD Normal 145000 -93.60405 42.03895
## 690 2009 WD Normal 127000 -93.60388 42.03826
## 691 2009 WD Normal 109500 -93.60370 42.03529
## 692 2009 WD Normal 115000 -93.61797 42.03422
## 693 2009 WD Normal 110000 -93.61558 42.03327
## 694 2009 WD Normal 128900 -93.61901 42.03207
## 695 2009 WD Normal 103500 -93.61950 42.03233
## 696 2009 WD Abnorml 66500 -93.62026 42.03240
## 697 2009 WD Normal 130000 -93.61560 42.03220
## 698 2009 WD Normal 129000 -93.61560 42.03211
## 699 2009 WD Normal 150000 -93.61954 42.03191
## 700 2009 WD Normal 107500 -93.61849 42.03131
## 702 2009 COD Normal 124500 -93.62022 42.03033
## 703 2009 WD Normal 135000 -93.61764 42.03035
## 704 2009 WD Normal 103000 -93.61538 42.03028
## 705 2009 WD Normal 93000 -93.61291 42.03106
## 706 2009 WD Normal 129500 -93.60887 42.03338
## 707 2009 WD Normal 93000 -93.60778 42.03358
## 709 2009 WD Normal 45000 -93.60684 42.03230
## 711 2009 WD Normal 91300 -93.61047 42.03052
## 712 2009 WD Normal 99500 -93.60679 42.03020
## 713 2009 New Partial 113000 -93.61865 42.02967
## 714 2009 WD Normal 87500 -93.61705 42.02901
## 715 2009 WD Normal 110000 -93.61787 42.02904
## 717 2009 WD Normal 265979 -93.61225 42.02931
## 718 2009 WD Normal 160000 -93.61059 42.02900
## 719 2009 WD Normal 119000 -93.61308 42.02811
## 720 2009 WD Normal 168000 -93.61058 42.02810
## 721 2009 WD Normal 58500 -93.61486 42.02770
## 722 2009 WD Normal 143000 -93.61004 42.02856
## 724 2009 WD Normal 124900 -93.60870 42.02706
## 726 2009 WD Normal 146500 -93.60706 42.02723
## 727 2009 WD Abnorml 34900 -93.60521 42.02322
## 728 2009 WD Abnorml 44000 -93.60542 42.02322
## 729 2009 WD Normal 223500 -93.62894 42.03400
## 730 2009 WD Normal 149000 -93.62885 42.03356
## 731 2009 WD Normal 205000 -93.62798 42.03338
## 732 2009 WD Normal 137000 -93.62597 42.03156
## 734 2009 WD Normal 128000 -93.62456 42.03341
## 735 2009 WD Normal 134900 -93.62457 42.03362
## 736 2009 WD Normal 117000 -93.62251 42.03329
## 737 2009 WD Normal 132500 -93.62351 42.03335
## 738 2009 WD Normal 93000 -93.62168 42.03350
## 739 2009 WD Normal 119000 -93.62244 42.03347
## 740 2009 WD Normal 100000 -93.62469 42.03140
## 741 2009 WD Normal 141500 -93.62364 42.03252
## 742 2009 WD Normal 133000 -93.62364 42.03246
## 744 2009 WD Normal 105000 -93.62363 42.03129
## 745 2009 WD Abnorml 115000 -93.62256 42.03238
## 746 2009 WD Normal 150000 -93.62135 42.03235
## 747 2009 WD Normal 126500 -93.62136 42.03109
## 748 2009 WD Normal 214500 -93.62726 42.03006
## 749 2009 WD Normal 167500 -93.62536 42.02676
## 750 2009 WD Normal 155000 -93.62153 42.02895
## 751 2009 WD Normal 155000 -93.62150 42.02785
## 752 2009 WD Normal 179900 -93.62151 42.02800
## 755 2009 WD Normal 149000 -93.62830 42.02531
## 756 2009 WD Normal 103000 -93.62672 42.02309
## 757 2009 WD Normal 123000 -93.62186 42.02580
## 758 2009 WD Normal 97500 -93.62171 42.02603
## 759 2009 WD Normal 135000 -93.62504 42.02425
## 760 2009 COD Abnorml 70000 -93.62515 42.02414
## 761 2009 WD Normal 116000 -93.59958 42.02283
## 762 2009 WD Normal 88750 -93.65921 42.03268
## 763 2009 WD Alloca 179000 -93.65821 42.02810
## 764 2009 WD Alloca 179000 -93.65817 42.02810
## 765 2009 WD Normal 159900 -93.65711 42.02805
## 767 2009 WD Normal 103600 -93.65724 42.02282
## 769 2009 WD Normal 175000 -93.66984 42.03338
## 770 2009 WD Normal 139000 -93.67540 42.03363
## 771 2009 WD Normal 172500 -93.67229 42.03237
## 772 2009 WD Abnorml 113500 -93.67338 42.03239
## 773 2009 WD Normal 130000 -93.67799 42.02986
## 774 2009 WD Normal 149900 -93.67265 42.03134
## 775 2009 WD Normal 134900 -93.67185 42.03063
## 776 2009 WD Normal 137000 -93.67137 42.03114
## 777 2009 WD Normal 139000 -93.66643 42.03343
## 778 2009 WD Normal 165000 -93.66636 42.03328
## 779 2009 COD Normal 148000 -93.66681 42.03230
## 780 2009 WD Normal 165000 -93.66213 42.03265
## 782 2009 WD Normal 161500 -93.66088 42.03250
## 783 2009 WD Partial 143000 -93.66798 42.02655
## 784 2009 WD Normal 135000 -93.67118 42.02323
## 785 2009 WD Normal 82500 -93.67216 42.02403
## 786 2009 COD Normal 190000 -93.66624 42.02847
## 787 2009 WD Normal 139600 -93.66600 42.02766
## 788 2009 WD Normal 122000 -93.66599 42.02751
## 789 2009 COD Normal 127500 -93.66778 42.02448
## 790 2009 WD Normal 121500 -93.66821 42.02398
## 792 2009 WD Normal 154400 -93.66527 42.02613
## 793 2009 WD Normal 113000 -93.66527 42.02600
## 794 2009 WD Normal 125000 -93.66015 42.02631
## 795 2009 WD Normal 84000 -93.66337 42.02499
## 796 2009 WD Normal 139500 -93.66419 42.02469
## 797 2009 WD Normal 131000 -93.66104 42.02472
## 798 2009 WD Normal 105000 -93.66101 42.02355
## 800 2009 WD Normal 162000 -93.68471 42.03418
## 801 2009 WD Normal 156500 -93.68573 42.03371
## 802 2009 WD Normal 316600 -93.68599 42.03184
## 803 2009 WD Normal 271900 -93.68341 42.03254
## 804 2009 WD Normal 213000 -93.68106 42.03063
## 805 2009 WD Normal 239900 -93.68202 42.03062
## 806 2009 WD Normal 239500 -93.68218 42.03068
## 807 2009 WD Normal 131000 -93.67979 42.03252
## 808 2009 WD Alloca 118964 -93.67978 42.03162
## 809 2009 WD Alloca 153337 -93.67914 42.03183
## 810 2009 WD Alloca 147983 -93.67911 42.03162
## 811 2009 WD Alloca 118858 -93.67978 42.03155
## 812 2009 WD Alloca 118858 -93.67953 42.03147
## 813 2009 WD Alloca 142953 -93.67910 42.03146
## 814 2009 WD Alloca 148325 -93.67915 42.03128
## 815 2009 WD Alloca 113722 -93.67978 42.03057
## 816 2009 WD Normal 269500 -93.67986 42.03053
## 817 2009 WD Normal 269500 -93.67913 42.03109
## 818 2009 WD Normal 269500 -93.67918 42.03093
## 819 2009 New Partial 323262 -93.68707 42.02663
## 820 2009 WD Normal 297000 -93.68886 42.02648
## 821 2009 WD Normal 295493 -93.68899 42.02641
## 822 2009 WD Normal 332000 -93.68909 42.02637
## 823 2009 WD Normal 239900 -93.69027 42.02571
## 824 2009 WD Normal 212000 -93.69097 42.02529
## 825 2009 WD Normal 272500 -93.69036 42.02558
## 826 2009 WD Normal 239000 -93.68907 42.02463
## 827 2009 WD Abnorml 220000 -93.68907 42.02460
## 828 2009 WD Normal 200000 -93.69143 42.02461
## 829 2009 WD Normal 221800 -93.69157 42.02477
## 830 2009 WD Normal 194500 -93.69011 42.02433
## 831 2009 WD Normal 237000 -93.68907 42.02440
## 832 2009 WD Normal 173000 -93.68908 42.02322
## 833 2009 WD Normal 275000 -93.68512 42.02977
## 834 2009 WD Normal 233500 -93.67930 42.02792
## 835 2009 WD Abnorml 185000 -93.68256 42.02555
## 836 2009 WD Normal 152000 -93.69188 42.02117
## 837 2009 WD Normal 143000 -93.69213 42.02118
## 838 2009 WD Normal 231500 -93.68837 42.02121
## 840 2009 WD Normal 207000 -93.69136 42.01978
## 841 2009 WD Normal 145000 -93.69159 42.01900
## 842 2009 WD Normal 138000 -93.69287 42.01972
## 843 2009 WD Normal 197900 -93.69055 42.01860
## 844 2009 WD Normal 204000 -93.69032 42.01757
## 845 2009 WD Normal 192000 -93.69167 42.01690
## 846 2009 WD Normal 200000 -93.68838 42.01867
## 847 2009 WD Normal 195000 -93.68943 42.01686
## 848 2009 WD Normal 227000 -93.69118 42.01640
## 849 2009 WD Normal 230000 -93.68944 42.01571
## 850 2009 WD Normal 187100 -93.68994 42.01655
## 851 2009 WD Normal 203000 -93.69167 42.01613
## 852 2009 WD Family 201000 -93.68863 42.01571
## 853 2009 WD Normal 124000 -93.68692 42.02138
## 854 2009 WD Normal 140000 -93.68721 42.02009
## 855 2009 WD Normal 134900 -93.68722 42.01918
## 856 2009 WD Normal 150500 -93.68507 42.01970
## 857 2009 WD Normal 136500 -93.68489 42.01955
## 858 2009 WD Normal 143500 -93.68495 42.01969
## 859 2009 WD Normal 133500 -93.68316 42.02067
## 860 2009 WD Normal 123000 -93.68316 42.02099
## 861 2009 WD Normal 133900 -93.68317 42.02179
## 862 2009 WD Normal 133000 -93.68351 42.02084
## 863 2009 WD Normal 250000 -93.68782 42.01711
## 864 2009 WD Normal 254750 -93.68622 42.01872
## 865 2009 WD Normal 236500 -93.68269 42.01885
## 866 2009 WD Normal 261500 -93.68262 42.01877
## 867 2009 WD Normal 313000 -93.68298 42.01870
## 868 2009 WD Normal 198500 -93.68674 42.01697
## 869 2009 WD Normal 211000 -93.68567 42.01698
## 870 2009 WD Normal 220000 -93.67915 42.01815
## 871 2009 WD Normal 203000 -93.68071 42.01888
## 872 2009 WD Normal 279500 -93.68111 42.01887
## 873 2009 WD Normal 210000 -93.68134 42.01801
## 874 2009 WD Normal 219500 -93.68141 42.01786
## 875 2009 WD Normal 191000 -93.68078 42.01786
## 876 2009 WD Normal 178000 -93.68218 42.01682
## 877 2009 WD Normal 213000 -93.68167 42.01680
## 878 2009 WD Normal 144000 -93.68130 42.01627
## 879 2009 WD Normal 140000 -93.68144 42.01627
## 880 2009 WD Normal 293200 -93.68412 42.01647
## 881 2009 WD Normal 190000 -93.68533 42.01396
## 882 2009 WD Normal 190000 -93.68605 42.01405
## 883 2009 WD Normal 173500 -93.68454 42.01351
## 884 2009 WD Normal 170000 -93.68430 42.01339
## 885 2009 WD Normal 108000 -93.67831 42.02012
## 886 2009 WD Normal 167000 -93.67741 42.02125
## 887 2009 WD Normal 100000 -93.67637 42.02122
## 888 2009 ConLD Normal 198500 -93.67223 42.01899
## 889 2009 WD Normal 159500 -93.67552 42.01865
## 890 2009 WD Normal 127000 -93.67397 42.01967
## 891 2009 WD Abnorml 125000 -93.67525 42.01893
## 892 2009 WD Normal 320000 -93.67661 42.01703
## 894 2009 WD Normal 118000 -93.66478 42.02248
## 895 2009 WD Normal 85000 -93.66631 42.01942
## 896 2009 WD Normal 120000 -93.66469 42.02032
## 898 2009 WD Normal 99900 -93.65919 42.02150
## 900 2009 WD Normal 119900 -93.66440 42.01822
## 901 2009 WD Normal 103500 -93.66434 42.01938
## 902 2009 COD Abnorml 112000 -93.66330 42.01859
## 904 2009 WD Normal 122000 -93.65666 42.02209
## 905 2009 WD Normal 117000 -93.65567 42.02209
## 906 2009 WD Abnorml 160000 -93.65183 42.02012
## 907 2009 WD Abnorml 159434 -93.65203 42.01971
## 908 2009 WD Normal 60000 -93.65179 42.01756
## 909 2009 WD Normal 139500 -93.64857 42.01692
## 911 2009 WD Normal 105000 -93.64656 42.01909
## 912 2009 WD Normal 135000 -93.64841 42.01893
## 913 2009 WD Normal 147500 -93.64665 42.01789
## 914 2009 WD Normal 137450 -93.64843 42.01783
## 915 2009 WD Normal 155000 -93.64594 42.01893
## 917 2009 WD Normal 145000 -93.64842 42.01684
## 918 2009 WD Normal 137000 -93.64470 42.01696
## 919 2009 WD Normal 234000 -93.64464 42.01607
## 920 2009 WD Normal 205000 -93.64281 42.01913
## 921 2009 WD Normal 177500 -93.63970 42.01918
## 922 2009 WD Normal 160000 -93.64237 42.01871
## 923 2009 WD Normal 155000 -93.64012 42.01758
## 924 2009 WD Normal 163500 -93.64059 42.01757
## 925 2009 WD Normal 154900 -93.64429 42.01668
## 926 2009 WD Normal 205000 -93.64400 42.01585
## 927 2009 WD Family 144800 -93.63943 42.01615
## 928 2009 WD Normal 174500 -93.64294 42.01469
## 929 2009 WD Normal 193000 -93.64289 42.01317
## 931 2009 WD Family 158500 -93.64136 42.01375
## 932 2009 WD Normal 224000 -93.63941 42.01250
## 933 2009 WD Normal 115000 -93.64574 42.00949
## 934 2009 WD Normal 137000 -93.64574 42.00949
## 935 2009 WD Normal 121000 -93.64574 42.00949
## 936 2009 WD Normal 124000 -93.64574 42.00949
## 937 2009 WD Normal 208000 -93.64486 42.01064
## 938 2009 WD Normal 315000 -93.64354 42.01141
## 939 2009 WD Normal 222000 -93.64395 42.00913
## 940 2009 WD Normal 147000 -93.62529 42.02272
## 941 2009 WD Normal 123000 -93.62684 42.02143
## 942 2009 WD Normal 78000 -93.62530 42.02160
## 945 2009 New Partial 230000 -93.61657 42.00868
## 947 2009 WD Normal 251000 -93.60694 41.99689
## 948 2009 WD Abnorml 239686 -93.60725 41.99667
## 949 2009 WD Normal 240000 -93.60706 41.99712
## 950 2009 WD Normal 215000 -93.60372 41.99539
## 951 2009 WD Normal 156450 -93.60472 41.99707
## 952 2009 WD Normal 173000 -93.60449 41.99707
## 953 2009 COD Normal 126000 -93.60452 41.99692
## 954 2009 WD Normal 173000 -93.60236 41.99591
## 955 2009 COD Abnorml 152000 -93.60242 41.99607
## 957 2009 WD Normal 375000 -93.65212 42.00138
## 958 2009 WD Normal 315500 -93.65315 41.99503
## 959 2009 New Partial 224500 -93.65183 41.99506
## 960 2009 WD Normal 410000 -93.65187 41.99376
## 961 2009 WD Normal 316500 -93.65304 41.99473
## 962 2009 WD Normal 201000 -93.65045 41.99470
## 963 2009 WD Normal 175000 -93.64646 41.99768
## 964 2009 WD Normal 204000 -93.64488 41.99895
## 965 2009 WD Normal 213500 -93.64460 41.99817
## 966 2009 WD Normal 220000 -93.64679 41.99633
## 967 2009 WD Abnorml 170000 -93.64664 41.99609
## 968 2009 WD Normal 315000 -93.64682 41.99536
## 969 2009 WD Normal 425000 -93.65170 41.99296
## 970 2009 WD Normal 139500 -93.60426 41.99354
## 971 2009 WD Normal 115000 -93.60836 41.99219
## 972 2009 WD Normal 162000 -93.60820 41.99313
## 973 2009 WD Normal 165000 -93.60821 41.99212
## 974 2009 WD Normal 91000 -93.60425 41.99179
## 975 2009 WD Normal 130000 -93.60422 41.99292
## 976 2009 WD Normal 86000 -93.60348 41.99218
## 977 2009 WD Normal 160000 -93.60064 41.99282
## 978 2009 WD Normal 80000 -93.60311 41.99217
## 979 2009 WD Normal 97000 -93.60197 41.99254
## 980 2009 WD Normal 88000 -93.60176 41.99179
## 981 2009 WD Normal 131900 -93.60113 41.99137
## 982 2009 WD Normal 131250 -93.60669 41.98754
## 983 2009 WD Normal 165500 -93.60493 41.98878
## 984 2009 WD Normal 112000 -93.60387 41.98822
## 985 2009 WD Normal 149000 -93.60278 41.98766
## 987 2009 WD Normal 130000 -93.60693 41.98651
## 988 2009 WD Normal 196000 -93.59987 41.99149
## 989 2009 WD Normal 173000 -93.60019 41.99095
## 990 2008 WD Normal 176500 -93.61883 42.05255
## 991 2008 WD Normal 237500 -93.61633 42.05145
## 992 2008 WD Normal 206900 -93.61742 42.04959
## 993 2008 WD Normal 187500 -93.63906 42.05996
## 994 2008 WD Normal 165000 -93.63780 42.06123
## 995 2008 WD Normal 195500 -93.63877 42.06077
## 996 2008 WD Normal 192000 -93.63878 42.06082
## 997 2008 WD Normal 173000 -93.63748 42.06037
## 998 2008 WD Normal 177900 -93.63672 42.06064
## 999 2008 WD Normal 175000 -93.63695 42.06230
## 1000 2008 WD Normal 286000 -93.63388 42.06298
## 1001 2008 WD Normal 247900 -93.63378 42.06137
## 1002 2008 WD Normal 180000 -93.63390 42.06086
## 1003 2008 WD Normal 180000 -93.63380 42.06076
## 1004 2008 WD Normal 181000 -93.63915 42.05941
## 1005 2008 WD Family 183000 -93.63901 42.05936
## 1006 2008 WD Normal 188000 -93.63776 42.05941
## 1007 2008 WD Normal 194500 -93.63680 42.05844
## 1008 2008 WD Normal 185000 -93.63728 42.05701
## 1009 2008 WD Normal 189000 -93.63201 42.05952
## 1010 2008 WD Normal 188500 -93.63158 42.05964
## 1011 2008 WD Normal 355000 -93.62883 42.06139
## 1012 2008 WD Normal 325000 -93.62890 42.06056
## 1013 2008 WD Normal 387000 -93.62791 42.06024
## 1016 2008 WD Family 133000 -93.62257 42.05867
## 1017 2008 WD Normal 215000 -93.63915 42.05602
## 1018 2008 WD Normal 226500 -93.63971 42.05451
## 1019 2008 WD Normal 175500 -93.63783 42.05456
## 1020 2008 WD Normal 181900 -93.63781 42.05444
## 1021 2008 WD Normal 235000 -93.63651 42.05536
## 1022 2008 WD Normal 220000 -93.63650 42.05450
## 1023 2008 WD Normal 272000 -93.63511 42.05445
## 1024 2008 WD Normal 161000 -93.63030 42.05421
## 1025 2008 WD Abnorml 175000 -93.63317 42.05543
## 1026 2008 WD Normal 185000 -93.63515 42.05254
## 1027 2008 WD Normal 146900 -93.63711 42.05033
## 1029 2008 COD Abnorml 180000 -93.63390 42.05068
## 1030 2008 WD Normal 159900 -93.63522 42.04945
## 1031 2008 WD Normal 205000 -93.63418 42.04986
## 1032 2008 WD Normal 157000 -93.63113 42.04961
## 1033 2008 WD Normal 306000 -93.63023 42.05107
## 1034 2008 WD Normal 133000 -93.62654 42.05631
## 1035 2008 WD Normal 151000 -93.62788 42.05539
## 1036 2008 COD Normal 111900 -93.62651 42.05530
## 1037 2008 WD Normal 123000 -93.63021 42.05433
## 1038 2008 COD Normal 111250 -93.62426 42.05643
## 1039 2008 COD Abnorml 181000 -93.62487 42.05469
## 1040 2008 WD Normal 103400 -93.62897 42.05279
## 1041 2008 WD Normal 100000 -93.62763 42.05275
## 1042 2008 WD Normal 100500 -93.62711 42.05148
## 1043 2008 WD Normal 106000 -93.62946 42.05233
## 1044 2008 COD Abnorml 85400 -93.62765 42.05168
## 1045 2008 WD Normal 89500 -93.62731 42.05169
## 1046 2008 WD Normal 111750 -93.62942 42.05166
## 1047 2008 COD Abnorml 140000 -93.62723 42.05000
## 1048 2008 WD Normal 143000 -93.62599 42.05068
## 1049 2008 WD Normal 148500 -93.62585 42.05026
## 1050 2008 WD Normal 110000 -93.62649 42.04845
## 1051 2008 New Partial 394617 -93.65887 42.06205
## 1052 2008 New Partial 426000 -93.65731 42.06327
## 1054 2008 New Partial 446261 -93.65274 42.06292
## 1055 2008 New Partial 317500 -93.65464 42.06226
## 1056 2008 New Partial 372402 -93.65666 42.06241
## 1057 2008 WD Normal 417500 -93.65783 42.06243
## 1058 2008 WD Normal 383000 -93.65789 42.06113
## 1059 2008 WD Abnorml 390000 -93.65719 42.06027
## 1060 2008 WD Normal 460000 -93.65680 42.06043
## 1061 2008 WD Normal 379000 -93.65369 42.06077
## 1062 2008 WD Normal 250000 -93.65473 42.06043
## 1063 2008 WD Normal 316000 -93.65444 42.05990
## 1065 2008 WD Normal 412500 -93.65572 42.05868
## 1066 2008 WD Normal 284000 -93.65255 42.05857
## 1067 2008 WD Normal 284000 -93.65122 42.05865
## 1068 2008 WD Normal 421250 -93.65559 42.05703
## 1069 2008 WD Normal 370000 -93.65491 42.05869
## 1070 2008 New Partial 336860 -93.65419 42.05716
## 1071 2008 New Partial 367294 -93.65137 42.05796
## 1072 2008 WD Normal 192000 -93.64974 42.05820
## 1073 2008 WD Normal 274000 -93.65387 42.05677
## 1074 2008 WD Normal 266000 -93.65277 42.05702
## 1075 2008 New Partial 370967 -93.65184 42.05745
## 1076 2008 WD Normal 234250 -93.65116 42.05718
## 1077 2008 WD Normal 219500 -93.65142 42.05712
## 1078 2008 WD Normal 155000 -93.65000 42.05747
## 1079 2008 WD Normal 154000 -93.65061 42.05709
## 1080 2008 WD Normal 207000 -93.65089 42.05662
## 1081 2008 WD Normal 195000 -93.64018 42.06334
## 1082 2008 WD Normal 219990 -93.64096 42.06230
## 1083 2008 WD Normal 191000 -93.64244 42.06229
## 1084 2008 WD Normal 159895 -93.64304 42.06200
## 1085 2008 New Partial 187687 -93.64233 42.06330
## 1086 2008 WD Normal 179000 -93.64264 42.06132
## 1087 2008 WD Normal 193000 -93.64352 42.05964
## 1088 2008 WD Normal 190000 -93.64396 42.06154
## 1089 2008 WD Normal 176000 -93.64177 42.06098
## 1090 2008 WD Normal 188000 -93.64142 42.06132
## 1091 2008 WD Normal 213000 -93.64005 42.06131
## 1092 2008 New Partial 217300 -93.64959 42.05838
## 1093 2008 WD Normal 186500 -93.64133 42.05799
## 1094 2008 WD Normal 226750 -93.64240 42.05859
## 1095 2008 WD Normal 184000 -93.64427 42.06001
## 1096 2008 WD Normal 176000 -93.64363 42.05951
## 1097 2008 WD Normal 225000 -93.64134 42.05695
## 1098 2008 WD Normal 185900 -93.64096 42.05858
## 1099 2008 WD Normal 284500 -93.65459 42.05388
## 1100 2008 WD Normal 315000 -93.65412 42.05367
## 1101 2008 WD Normal 250000 -93.65332 42.05575
## 1102 2008 WD Normal 291000 -93.65093 42.05578
## 1103 2008 WD Normal 350000 -93.65156 42.05223
## 1104 2008 WD Normal 279500 -93.65528 42.05227
## 1105 2008 WD Normal 290000 -93.65604 42.05038
## 1106 2008 WD Normal 350000 -93.65393 42.05162
## 1107 2008 WD Normal 341000 -93.65579 42.04950
## 1109 2008 WD Normal 271000 -93.65180 42.05069
## 1110 2008 WD Normal 301500 -93.65100 42.04948
## 1111 2008 ConLD Partial 235128 -93.64411 42.05424
## 1112 2008 WD Normal 214000 -93.64414 42.05516
## 1113 2008 WD Normal 232000 -93.64233 42.05510
## 1114 2008 WD Normal 240000 -93.64211 42.05441
## 1115 2008 New Partial 264132 -93.64209 42.05437
## 1116 2008 WD Normal 245000 -93.64238 42.05431
## 1117 2008 New Partial 227680 -93.64398 42.05432
## 1118 2008 WD Normal 257000 -93.64403 42.05552
## 1119 2008 New Partial 297900 -93.64402 42.05423
## 1120 2008 WD Normal 247000 -93.64379 42.05318
## 1121 2008 New Partial 212700 -93.65040 42.05165
## 1122 2008 New Partial 250580 -93.65036 42.05165
## 1123 2008 New Partial 182000 -93.64826 42.05031
## 1124 2008 WD Normal 226700 -93.64384 42.05228
## 1125 2008 WD Normal 250000 -93.64119 42.05246
## 1126 2008 WD Normal 250000 -93.64092 42.05228
## 1127 2008 New Partial 339750 -93.64304 42.05205
## 1128 2008 WD Normal 205950 -93.64369 42.05138
## 1129 2008 WD Normal 256000 -93.64165 42.05217
## 1130 2008 New Partial 230348 -93.64402 42.05122
## 1131 2008 WD Normal 207500 -93.63966 42.05090
## 1132 2008 WD Normal 141000 -93.69250 42.03784
## 1133 2008 WD Normal 188000 -93.69243 42.03527
## 1134 2008 WD Normal 192500 -93.69169 42.03513
## 1135 2008 WD Normal 146000 -93.69184 42.03792
## 1136 2008 WD Normal 159000 -93.69076 42.03781
## 1137 2008 WD Normal 155000 -93.69036 42.03805
## 1138 2008 WD Normal 173000 -93.69125 42.03652
## 1139 2008 WD Normal 170000 -93.69124 42.03726
## 1140 2008 WD Normal 182000 -93.68977 42.03587
## 1141 2008 WD Normal 163000 -93.68902 42.03588
## 1142 2008 WD Normal 193500 -93.68898 42.03588
## 1143 2008 WD Normal 189000 -93.68980 42.03499
## 1144 2008 WD Normal 190500 -93.68880 42.03609
## 1145 2008 WD Normal 175000 -93.68782 42.03453
## 1146 2008 WD Normal 179200 -93.68783 42.03567
## 1148 2008 WD Normal 193000 -93.68643 42.03650
## 1149 2008 WD Normal 153900 -93.68628 42.03647
## 1150 2008 WD Normal 128000 -93.67409 42.03604
## 1151 2008 WD Normal 144000 -93.67574 42.03518
## 1152 2008 WD Normal 135000 -93.67396 42.03461
## 1153 2008 WD Normal 115000 -93.67100 42.03569
## 1154 2008 COD Abnorml 119916 -93.67250 42.03570
## 1155 2008 WD Normal 142000 -93.67055 42.03459
## 1156 2008 WD Normal 192000 -93.66203 42.03750
## 1157 2008 WD Normal 140000 -93.66052 42.03453
## 1158 2008 WD Normal 290000 -93.65348 42.04767
## 1159 2008 WD Normal 372500 -93.65323 42.04861
## 1160 2008 WD Normal 196000 -93.64749 42.04747
## 1161 2008 WD Normal 171900 -93.64606 42.04809
## 1162 2008 WD Normal 178000 -93.64611 42.04819
## 1163 2008 WD Normal 165000 -93.64489 42.04781
## 1164 2008 WD Abnorml 146000 -93.64489 42.04757
## 1165 2008 WD Abnorml 146000 -93.64489 42.04755
## 1166 2008 WD Normal 179400 -93.64417 42.04710
## 1167 2008 WD Normal 172900 -93.64412 42.04710
## 1168 2008 WD Normal 300000 -93.64698 42.04638
## 1169 2008 WD Normal 285000 -93.64699 42.04638
## 1170 2008 WD Normal 290000 -93.64699 42.04637
## 1171 2008 WD Normal 305000 -93.64705 42.04609
## 1172 2008 CWD Abnorml 328900 -93.64704 42.04608
## 1173 2008 WD Normal 160000 -93.64375 42.04696
## 1174 2008 WD Normal 170000 -93.64373 42.04696
## 1175 2008 WD Normal 223000 -93.64338 42.04665
## 1176 2008 WD Normal 170000 -93.64178 42.04717
## 1177 2008 ConLD Normal 200000 -93.64177 42.04717
## 1178 2008 WD Normal 345000 -93.64174 42.04717
## 1179 2008 WD Normal 245500 -93.64766 42.04501
## 1180 2008 WD Normal 217500 -93.64871 42.04442
## 1182 2008 WD Normal 162500 -93.64571 42.04469
## 1183 2008 WD Family 150000 -93.65558 42.03673
## 1185 2008 WD Normal 205000 -93.63923 42.04873
## 1186 2008 WD Normal 174000 -93.63510 42.04793
## 1187 2008 WD Normal 183000 -93.63433 42.04925
## 1188 2008 WD Family 150000 -93.63498 42.04914
## 1189 2008 COD Abnorml 145000 -93.63153 42.04876
## 1190 2008 WD Normal 215000 -93.63178 42.04640
## 1191 2008 ConLD Normal 140500 -93.63245 42.04294
## 1192 2008 WD Normal 240000 -93.63125 42.04378
## 1193 2008 WD Normal 141000 -93.62644 42.04585
## 1194 2008 WD Normal 147000 -93.62614 42.04710
## 1195 2008 WD Normal 135000 -93.62476 42.04658
## 1196 2008 WD Normal 145000 -93.62462 42.04754
## 1197 2008 WD Normal 142600 -93.62463 42.04818
## 1198 2008 WD Normal 135000 -93.63042 42.04536
## 1199 2008 WD Normal 170000 -93.62908 42.04426
## 1200 2008 WD Normal 299800 -93.63015 42.04406
## 1201 2008 WD Normal 185000 -93.63073 42.04485
## 1202 2008 WD Normal 173000 -93.62592 42.04314
## 1203 2008 WD Normal 178400 -93.62450 42.04384
## 1204 2008 WD Normal 176000 -93.62580 42.04410
## 1205 2008 WD Normal 98000 -93.62134 42.04240
## 1206 2008 WD Normal 109008 -93.62267 42.04477
## 1207 2008 WD Normal 135750 -93.62266 42.04477
## 1208 2008 WD Normal 155000 -93.62926 42.04123
## 1209 2008 WD Normal 180500 -93.62955 42.04066
## 1210 2008 WD Normal 174900 -93.62774 42.03923
## 1211 2008 WD Normal 140000 -93.62988 42.04011
## 1212 2008 WD Normal 145000 -93.62771 42.04178
## 1213 2008 WD Normal 179900 -93.62680 42.04178
## 1215 2008 COD Abnorml 140000 -93.62676 42.03832
## 1216 2008 WD Normal 145500 -93.62327 42.04102
## 1217 2008 WD Normal 142000 -93.62192 42.04187
## 1218 2008 WD Normal 141000 -93.62157 42.04117
## 1219 2008 WD Normal 153000 -93.62208 42.04030
## 1223 2008 WD Normal 87000 -93.62824 42.03574
## 1224 2008 WD Normal 141500 -93.62851 42.03806
## 1225 2008 WD Abnorml 119000 -93.62264 42.03618
## 1226 2008 WD Normal 141500 -93.62264 42.03610
## 1227 2008 WD Normal 165500 -93.62356 42.03713
## 1228 2008 WD Normal 112900 -93.62049 42.03468
## 1229 2008 WD Normal 201800 -93.61670 42.04895
## 1230 2008 COD Normal 163000 -93.61655 42.04778
## 1231 2008 WD Normal 139950 -93.61786 42.04709
## 1232 2008 COD Abnorml 174000 -93.61699 42.04708
## 1233 2008 WD Normal 165000 -93.61568 42.04693
## 1234 2008 WD Normal 227000 -93.61561 42.04657
## 1235 2008 WD Normal 135000 -93.61718 42.04237
## 1236 2008 COD Normal 124000 -93.61933 42.04230
## 1237 2008 WD Normal 140000 -93.61902 42.04474
## 1238 2008 WD Normal 136500 -93.61863 42.04399
## 1239 2008 WD Normal 185000 -93.61754 42.04479
## 1240 2008 WD Normal 163000 -93.61754 42.04485
## 1241 2008 WD Normal 166800 -93.61322 42.04430
## 1242 2008 WD Normal 139000 -93.61486 42.04219
## 1243 2008 WD Normal 166000 -93.61308 42.04382
## 1244 2008 WD Normal 136000 -93.61239 42.04202
## 1245 2008 WD Normal 133000 -93.61338 42.04230
## 1246 2008 WD Normal 116000 -93.61724 42.04048
## 1247 2008 WD Normal 137500 -93.61708 42.04030
## 1248 2008 WD Normal 130000 -93.61709 42.04039
## 1249 2008 WD Normal 180000 -93.61940 42.04044
## 1250 2008 COD Abnorml 139000 -93.61562 42.03953
## 1251 2008 WD Abnorml 110000 -93.61707 42.03852
## 1253 2008 COD Abnorml 118500 -93.61652 42.03720
## 1254 2008 WD Normal 146000 -93.61846 42.03471
## 1255 2008 WD Normal 89900 -93.61548 42.03730
## 1256 2008 WD Normal 114000 -93.61548 42.03746
## 1257 2008 WD Normal 140000 -93.61076 42.03589
## 1258 2008 WD Normal 86900 -93.61227 42.03572
## 1259 2008 WD Normal 139000 -93.61226 42.03594
## 1260 2008 WD Normal 106250 -93.61225 42.03522
## 1261 2008 WD Normal 171000 -93.60742 42.04002
## 1262 2008 WD Normal 139000 -93.61066 42.04014
## 1264 2008 WD Normal 157000 -93.60566 42.03869
## 1265 2008 WD Normal 148000 -93.60717 42.03999
## 1266 2008 WD Normal 242000 -93.60411 42.03957
## 1267 2008 WD Normal 116000 -93.60822 42.03807
## 1268 2008 WD Abnorml 94000 -93.60796 42.03713
## 1269 2008 WD Normal 98300 -93.60891 42.03710
## 1270 2008 WD Normal 127000 -93.60688 42.03581
## 1271 2008 WD Normal 159000 -93.60597 42.03716
## 1272 2008 WD Normal 125900 -93.60597 42.03701
## 1273 2008 WD Normal 155000 -93.60679 42.03729
## 1274 2008 WD Normal 138000 -93.61060 42.03481
## 1275 2008 WD Normal 112500 -93.60795 42.03456
## 1276 2008 WD Normal 105500 -93.60876 42.03479
## 1277 2008 WD Normal 127500 -93.60890 42.03469
## 1278 2008 WD Abnorml 130000 -93.60711 42.03473
## 1279 2008 WD Normal 150000 -93.60780 42.03464
## 1280 2008 WD Normal 109500 -93.60780 42.03480
## 1281 2008 WD Normal 140000 -93.60499 42.03697
## 1282 2008 WD Normal 167900 -93.60484 42.03702
## 1283 2008 COD Normal 136870 -93.60370 42.03572
## 1284 2008 WD Abnorml 143000 -93.61957 42.03422
## 1286 2008 WD Normal 157500 -93.61558 42.03338
## 1287 2008 WD Normal 122600 -93.62005 42.03261
## 1288 2008 WD Normal 111000 -93.61648 42.03306
## 1289 2008 WD Normal 256000 -93.61560 42.03239
## 1290 2008 WD Normal 64000 -93.61699 42.03242
## 1291 2008 WD Normal 139500 -93.61711 42.03136
## 1292 2008 WD Normal 118000 -93.61894 42.03043
## 1293 2008 WD Normal 200000 -93.61958 42.03041
## 1294 2008 WD Normal 119164 -93.61985 42.03042
## 1295 2008 WD Normal 122250 -93.62022 42.03048
## 1296 2008 WD Normal 120000 -93.61397 42.03216
## 1298 2008 WD Normal 78000 -93.61503 42.03041
## 1299 2008 WD Normal 95000 -93.61129 42.03036
## 1300 2008 WD Partial 115000 -93.60887 42.03343
## 1301 2008 WD Normal 147000 -93.60887 42.03357
## 1302 2008 WD Normal 140000 -93.60777 42.03325
## 1303 2008 WD Abnorml 46500 -93.60676 42.03201
## 1304 2008 WD Normal 112500 -93.60771 42.03209
## 1305 2008 WD Normal 107900 -93.60772 42.03238
## 1309 2008 WD Normal 153900 -93.62018 42.02906
## 1310 2008 WD Normal 132000 -93.62018 42.02928
## 1311 2008 COD Abnorml 98000 -93.61830 42.02925
## 1312 2008 WD Normal 114000 -93.61830 42.02928
## 1315 2008 WD Normal 129400 -93.61700 42.02707
## 1316 2008 WD Normal 161000 -93.61700 42.02703
## 1317 2008 WD Normal 163000 -93.61224 42.02908
## 1318 2008 WD Normal 128000 -93.61384 42.02813
## 1320 2008 WD Normal 116900 -93.60965 42.02878
## 1323 2008 WD Normal 184000 -93.60755 42.02740
## 1324 2008 WD Normal 110000 -93.60597 42.02725
## 1325 2008 WD Normal 131500 -93.60620 42.02774
## 1326 2008 WD Normal 97000 -93.60449 42.02669
## 1327 2008 WD Normal 115500 -93.60435 42.02727
## 1328 2008 WD Normal 138000 -93.62881 42.03361
## 1331 2008 WD Normal 153000 -93.62593 42.03047
## 1332 2008 WD Normal 109500 -93.62471 42.03346
## 1333 2008 WD Normal 124000 -93.62558 42.03357
## 1334 2008 WD Normal 106900 -93.62559 42.03370
## 1335 2008 WD Normal 164900 -93.62367 42.03337
## 1336 2008 WD Normal 119000 -93.62457 42.03351
## 1337 2008 WD Normal 120000 -93.62351 42.03332
## 1338 2008 WD Normal 157000 -93.62153 42.03347
## [ reached 'max' / getOption("max.print") -- omitted 1469 rows ]
RMSPE <- c()
n=10 # Because of time constraint, I am reducing the size to 10
# Complexity Parameter (cp)
cpgrid <- seq(from = 0.01, to = 0.05, by = 0.01)
for (i in 1:n) {
set.seed(i*3)
Indd <- sample(nrow(df), nrow(df) * 0.9)
Strain <- df[Indd,]
Stest <- df[-Indd,]
#yhat <- matrix(0, nrow(test))
for (s in 1:length(cpgrid)) {
cat("We are in Loop ", i, " and grid ", s, "\n")
for (j in 1:100) {
set.seed(j*20)
Inddd <- unique(sample(nrow(Strain), nrow(Strain), replace = TRUE))
TrAin <- Strain[Inddd,]
Vali <- Strain[-Inddd,]
Model11 <- rpart(TrAin$Sale_Price ~ ., data = TrAin, method = "anova")
yhat <- predict(Model11, Stest)
}
anyNA(Stest)
yhatB <- mean(yhat)
RMSPE[i] <- sqrt(mean((Stest$Sale_Price - yhatB)^2))
}
}
## We are in Loop 1 and grid 1
## We are in Loop 1 and grid 2
## We are in Loop 1 and grid 3
## We are in Loop 1 and grid 4
## We are in Loop 1 and grid 5
## We are in Loop 2 and grid 1
## We are in Loop 2 and grid 2
## We are in Loop 2 and grid 3
## We are in Loop 2 and grid 4
## We are in Loop 2 and grid 5
## We are in Loop 3 and grid 1
## We are in Loop 3 and grid 2
## We are in Loop 3 and grid 3
## We are in Loop 3 and grid 4
## We are in Loop 3 and grid 5
## We are in Loop 4 and grid 1
## We are in Loop 4 and grid 2
## We are in Loop 4 and grid 3
## We are in Loop 4 and grid 4
## We are in Loop 4 and grid 5
## We are in Loop 5 and grid 1
## We are in Loop 5 and grid 2
## We are in Loop 5 and grid 3
## We are in Loop 5 and grid 4
## We are in Loop 5 and grid 5
## We are in Loop 6 and grid 1
## We are in Loop 6 and grid 2
## We are in Loop 6 and grid 3
## We are in Loop 6 and grid 4
## We are in Loop 6 and grid 5
## We are in Loop 7 and grid 1
## We are in Loop 7 and grid 2
## We are in Loop 7 and grid 3
## We are in Loop 7 and grid 4
## We are in Loop 7 and grid 5
## We are in Loop 8 and grid 1
## We are in Loop 8 and grid 2
## We are in Loop 8 and grid 3
## We are in Loop 8 and grid 4
## We are in Loop 8 and grid 5
## We are in Loop 9 and grid 1
## We are in Loop 9 and grid 2
## We are in Loop 9 and grid 3
## We are in Loop 9 and grid 4
## We are in Loop 9 and grid 5
## We are in Loop 10 and grid 1
## We are in Loop 10 and grid 2
## We are in Loop 10 and grid 3
## We are in Loop 10 and grid 4
## We are in Loop 10 and grid 5
plot(RMSPE)
mean(RMSPE)
## [1] 78374.38
sqrt(var(RMSPE)*n/(n-1))
## [1] 6067.228
# BAGGING
n=10
B=10
RMSPE_B <- c()
for (i in 1:n) {
set.seed(i*3)
indB <- sample(nrow(df), nrow(df), replace = TRUE)
trainB <- df[indB, ]
testB <- df[-indB, ]
yhat <- matrix(0, nrow(testB), B)
for (j in 1:B) {
set.seed(j*10)
indBB <- sample(nrow(trainB), nrow(trainB), replace = TRUE)
trBB <- trainB[indBB, ]
model <- rpart(Sale_Price ~ ., data = trBB, method = "anova")
yhat[ ,j] <- predict(model, testB)
}
yhatB <- apply(yhat, 1, mean)
RMSPE_B[i] <- sqrt(mean((testB$Sale_Price - yhatB)^2))
}
mean(RMSPE_B)
## [1] 33157.25
sqrt(var(RMSPE_B)*n/(n-1))
## [1] 2178.145
baggedY <- cbind(testB$Sale_Price, yhatB, yhat)
plot(baggedY)
#LPM
RMSPE_R<-c()
indlpmR <- sample(nrow(df), nrow(df) * 0.9)
modtrlpmR <- df[indlpmR,]
testlpmR <- df[-indlpmR,]
sapply(df, function(x) length(unique(x)))
## MS_SubClass MS_Zoning Lot_Frontage Lot_Area
## 14 5 125 1829
## Street Alley Lot_Shape Land_Contour
## 2 3 4 4
## Utilities Lot_Config Land_Slope Neighborhood
## 1 5 3 25
## Condition_1 Condition_2 Bldg_Type House_Style
## 7 2 5 7
## Overall_Qual Overall_Cond Year_Built Year_Remod_Add
## 9 7 114 61
## Roof_Style Roof_Matl Exterior_1st Exterior_2nd
## 5 2 10 12
## Mas_Vnr_Type Mas_Vnr_Area Exter_Qual Exter_Cond
## 4 436 4 4
## Foundation Bsmt_Qual Bsmt_Cond Bsmt_Exposure
## 5 5 4 5
## BsmtFin_Type_1 BsmtFin_SF_1 BsmtFin_Type_2 BsmtFin_SF_2
## 7 7 7 249
## Bsmt_Unf_SF Total_Bsmt_SF Heating Heating_QC
## 1105 1010 2 4
## Central_Air Electrical First_Flr_SF Second_Flr_SF
## 2 3 1032 597
## Low_Qual_Fin_SF Gr_Liv_Area Bsmt_Full_Bath Bsmt_Half_Bath
## 20 1215 4 3
## Full_Bath Half_Bath Bedroom_AbvGr Kitchen_AbvGr
## 5 3 7 4
## Kitchen_Qual TotRms_AbvGrd Functional Fireplaces
## 4 11 5 4
## Fireplace_Qu Garage_Type Garage_Finish Garage_Cars
## 6 7 4 6
## Garage_Area Garage_Qual Garage_Cond Paved_Drive
## 580 4 4 3
## Wood_Deck_SF Open_Porch_SF Enclosed_Porch Three_season_porch
## 363 241 167 25
## Screen_Porch Pool_Area Pool_QC Fence
## 112 1 1 5
## Misc_Feature Misc_Val Mo_Sold Year_Sold
## 2 28 12 5
## Sale_Type Sale_Condition Sale_Price Longitude
## 5 6 975 2566
## Latitude
## 2554
lm_varsR <- names(which(sapply(df, function(x) length(unique(x))) > 1))
lm_modelR <- lm(Sale_Price ~ ., data = modtrlpmR[, lm_varsR])
for (i in 1:5){
set.seed(i*3)
indlpmR <- sample(nrow(df), nrow(df) * 0.9)
modtrlpmR <- df[indlpmR,]
testlpmR <- df[-indlpmR,]
#yhatR <- matrix(0, nrow(testlpmR), 100)
for(j in 1:5){
ind2lpmR <- unique(sample(nrow(modtrlpmR), nrow(modtrlpmR), replace = TRUE))
trlpmR <- modtrlpmR[ind2lpmR,]
vallpmR <- modtrlpmR[-ind2lpmR,]
set.seed(j*10)
pred_lmR <- predict(lm_modelR, newdata = trlpmR, type = "response")
pred_lm_binaryR <- ifelse(pred_lmR >= 0.5, 1, 0)
dt_modelR <- rpart(Sale_Price ~ ., data = modtrlpmR, method = "class")
yhatR <- predict(dt_modelR, testlpmR)
}
yhatR <- apply(yhatR, 1, mean)
RMSPE_R[i] <- sqrt(mean((testlpmR$Sale_Price - yhatR)^2))
RMSPE_R[i]
}
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
## Warning in predict.lm(lm_modelR, newdata = trlpmR, type = "response"):
## prediction from a rank-deficient fit may be misleading
mean(RMSPE_R)
## [1] 197045.9
plot(RMSPE_R, col = "green")